diff --git a/.coverage b/.coverage
index ba0356d..c6ead3f 100644
Binary files a/.coverage and b/.coverage differ
diff --git a/cspell/library-words.txt b/cspell/library-words.txt
index f9f113e..730b848 100644
--- a/cspell/library-words.txt
+++ b/cspell/library-words.txt
@@ -24,3 +24,4 @@ libcuda
 PYTHONPATH
 venv
 cuda
+funcs
diff --git a/cspell/project-words.txt b/cspell/project-words.txt
index 0a99bde..8f88110 100644
--- a/cspell/project-words.txt
+++ b/cspell/project-words.txt
@@ -23,3 +23,9 @@ vocab
 finetune
 accum
 nonpositive
+GRPO
+styledistance
+Wegmann
+embs
+cdfs
+unprimed
diff --git a/docs/03_rl.md b/docs/03_rl.md
new file mode 100644
index 0000000..1163109
--- /dev/null
+++ b/docs/03_rl.md
@@ -0,0 +1,23 @@
+# Reward Function
+
+---
+
+## Preliminaries
+
+Let $\pi_{\theta}$ and $\pi_{\text{base}}$ denote the online and reference (base) models respectively, with completions $d_i \sim \pi_{\theta}(\cdot \mid x_i)$ and $d_i^{\text{base}} \sim \pi_{\text{base}}(\cdot \mid x_i)$ for prompt $x_i$.
+
+## Typicality Reward
+
+The typicality reward reuses the stylometric metrics directly (see [Stylometric Metrics](01_stylometry.md)), and asks how typical a single completion is of the author's general style.
+
+For each metric $f$, let $\hat{F}_f$ be its empirical CDF over the author's training split, the same split used to construct $\mathcal{W}_0$ in the eval suite. For a text $a$, define its percentile $u_f(a) = \hat{F}_f(f(a)) \in [0, 1]$ and
+
+$$\tau_f(a) = 1 - 2\left|u_f(a) - \frac{1}{2}\right| \in [0, 1]$$
+
+so that $\tau_f(a) = 1$ when $a$ sits exactly at the author's median for $f$ and $\tau_f(a) = 0$ at either extreme. Group and aggregate exactly as in the eval suite (see [Evaluation Suite](02_evals.md)), averaging within group and taking the floored geometric mean across groups:
+
+$$\bar{\tau}_g(a) = \frac{1}{|g|} \sum_{f \in g} \tau_f(a), \qquad T(a) = \left(\prod_{g=1}^{G} \max(\bar{\tau}_g(a),\, \varepsilon)\right)^{1/G}$$
+
+using the same floor $\varepsilon$ as the eval suite. The reward is then:
+
+$$r_{\text{typicality}}(d_i, d_i^{\text{base}}) = \max\big(T(d_i) - T(d_i^{\text{base}}),\ 0\big)$$
diff --git a/docs/03_cli.md b/docs/04_cli.md
similarity index 100%
rename from docs/03_cli.md
rename to docs/04_cli.md
diff --git a/pyproject.toml b/pyproject.toml
index 95ecd18..45981bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,6 @@ dependencies = [
     "pyyaml>=6.0.3",
     "scipy>=1.17.0",
     "seaborn>=0.13.2",
-    "sentence-transformers>=5.3.0",
     "transformers",
     "click>=8.0.0",
     "wandb>=0.25.1",
@@ -28,6 +27,7 @@ voice = "voice.finetune.cli:main"
 
 [tool.uv]
 required-environments = ["sys_platform == 'linux'"]
+python-preference = "only-managed"
 
 [tool.uv.sources]
 axolotl = { git = "https://github.com/axolotl-ai-cloud/axolotl.git", branch = "main" }
@@ -128,8 +128,6 @@ module = [
     "seaborn.*",
     "matplotlib",
     "matplotlib.*",
-    "sentence_transformers",
-    "sentence_transformers.*",
     "peft",
     "peft.*",
     "torch",
diff --git a/src/voice/__init__.py b/src/voice/__init__.py
index 3f54ae8..e9f3c5d 100644
--- a/src/voice/__init__.py
+++ b/src/voice/__init__.py
@@ -10,6 +10,7 @@
     stylometric_distribution,
 )
 from voice.datasets import DatasetSpec, LocalDatasetSpec, get_dataset
+from voice.rl._utils import prompt_transform as _prompt_transform  # noqa: F401
 from voice.stylometry import get_groups, get_metrics
 
 __all__: list[str] = [
diff --git a/src/voice/datasets/get_dataset.py b/src/voice/datasets/get_dataset.py
index 8591622..698ad18 100644
--- a/src/voice/datasets/get_dataset.py
+++ b/src/voice/datasets/get_dataset.py
@@ -104,7 +104,7 @@ def _canonicalise_dataset(ds: Dataset) -> Dataset:
     if {"system", "question", "answer"}.issubset(cols):
         return ds
 
-    if "messages" in cols and len(cols) == 1:
+    if "messages" in cols:
         return ds.map(
             _extract_chat_style,
             remove_columns=ds.column_names,
diff --git a/src/voice/finetune/_grid.py b/src/voice/finetune/_grid.py
index f158be5..f0b7f49 100644
--- a/src/voice/finetune/_grid.py
+++ b/src/voice/finetune/_grid.py
@@ -21,6 +21,11 @@
     }
 )
 
+# Axes that require custom output keys rather than a direct pass through.
+# lora_r -> lora_r + lora_alpha (alpha mirrors rank)
+# target_layers -> target_layers_name + lora_target_modules
+_SPECIAL_AXES: frozenset[str] = frozenset({"lora_r", "target_layers"})
+
 # -----------------------------------------------------------------------------
 # Run naming
 # -----------------------------------------------------------------------------
@@ -68,6 +73,13 @@ def expand_grid(sweep_cfg: dict[str, Any]) -> list[dict[str, Any]]:
     """
     Expand the sweep section into a flat list of per-run hyperparameter dicts.
 
+    Required axes (``learning_rate``, ``lora_r``, ``micro_batch_size``,
+    ``gradient_accumulation_steps``, ``target_layers``) must always be
+    present. Any additional axes (e.g. dotted keys such as
+    ``trl.beta``) are expanded into the product and passed through
+    for :func:`~voice.finetune._orchestrator._build_axolotl_cfg`
+    to merge into the config.
+
     :param sweep_cfg: The ``sweep`` section of a sweep config YAML.
     :return: List of hyperparameter dicts, one per combination.
     :raises ValueError: If required sweep axes are missing.
@@ -78,25 +90,22 @@ def expand_grid(sweep_cfg: dict[str, Any]) -> list[dict[str, Any]]:
             f"Sweep config missing required axes: {sorted(missing)}"
         )
 
+    generic_keys = [k for k in sweep_cfg if k not in _SPECIAL_AXES]
+    special_keys = [k for k in sweep_cfg if k in _SPECIAL_AXES]
+    all_keys = generic_keys + special_keys
+    all_values = [sweep_cfg[k] for k in all_keys]
+
     runs: list[dict[str, Any]] = []
-    combos = itertools.product(
-        sweep_cfg["learning_rate"],
-        sweep_cfg["lora_r"],
-        sweep_cfg["micro_batch_size"],
-        sweep_cfg["gradient_accumulation_steps"],
-        sweep_cfg["target_layers"],
-    )
-    for idx, (lr, rank, mbs, gas, tl) in enumerate(combos):
-        runs.append(
-            {
-                "run_idx": idx,
-                "learning_rate": lr,
-                "lora_r": rank,
-                "lora_alpha": rank,
-                "micro_batch_size": mbs,
-                "gradient_accumulation_steps": gas,
-                "target_layers_name": tl["name"],
-                "lora_target_modules": tl["modules"],
-            }
-        )
+    for idx, combo in enumerate(itertools.product(*all_values)):
+        params: dict[str, Any] = {"run_idx": idx}
+        for key, value in zip(all_keys, combo):  # noqa: B905
+            if key == "lora_r":
+                params["lora_r"] = value
+                params["lora_alpha"] = value
+            elif key == "target_layers":
+                params["target_layers_name"] = value["name"]
+                params["lora_target_modules"] = value["modules"]
+            else:
+                params[key] = value
+        runs.append(params)
     return runs
diff --git a/src/voice/finetune/_orchestrator.py b/src/voice/finetune/_orchestrator.py
index 40a74e9..23f08d7 100644
--- a/src/voice/finetune/_orchestrator.py
+++ b/src/voice/finetune/_orchestrator.py
@@ -68,8 +68,9 @@ def _build_axolotl_cfg(
     """
     Build a per-run axolotl config by merging hyperparams into the base.
 
-    Sets ``output_dir`` to ``run_dir.adapter_dir`` and copies any
-    recognised hyperparams keys present in ``hyperparams``.
+    Sets ``output_dir`` to ``run_dir.adapter_dir``, copies recognised
+    flat hyperparams keys, and merges dotted keys (e.g. ``"trl.beta"``)
+    into their named subsection dict.
 
     :param base_cfg: Shared axolotl config from the sweep or single-run
         config.
@@ -82,6 +83,13 @@ def _build_axolotl_cfg(
     for key in _HYPERPARAMS_CFG_KEYS:
         if key in hyperparams:
             cfg[key] = hyperparams[key]
+    # Dotted keys (e.g. "trl.beta") are merged into the named subsection.
+    for key, value in hyperparams.items():
+        if "." in key:
+            parent, _, child = key.partition(".")
+            section = dict(cfg.get(parent) or {})
+            section[child] = value
+            cfg[parent] = section
     return cfg
 
 
diff --git a/src/voice/finetune/callbacks.py b/src/voice/finetune/callbacks.py
index c18be56..6c87a4d 100644
--- a/src/voice/finetune/callbacks.py
+++ b/src/voice/finetune/callbacks.py
@@ -401,6 +401,49 @@ def on_epoch_end(
 # -----------------------------------------------------------------------------
 
 
+class TypicalityRewardPlugin(BasePlugin):  # type: ignore[misc]
+    """
+    Axolotl plugin that primes typicality CDFs before GRPO training starts.
+
+    Loads the training split of the configured dataset and builds per-metric
+    empirical CDFs so that ``typicality_reward`` can look them up at reward
+    computation time without needing the dataset path.
+
+    Register alongside EvalCompletionsPlugin in the axolotl YAML config::
+
+        plugins:
+          - voice.finetune.callbacks.EvalCompletionsPlugin
+          - voice.finetune.callbacks.TypicalityRewardPlugin
+    """
+
+    def add_callbacks_post_trainer(
+        self, cfg: Any, _trainer: Any
+    ) -> list[TrainerCallback]:
+        """
+        Prime typicality CDFs from the configured training dataset.
+
+        :param cfg: Axolotl config object.
+        :param _trainer: The built HF Trainer instance (unused).
+        :return: Empty list — no callbacks are registered.
+        :raises ValueError: If ``cfg.datasets[0].path`` is not accessible.
+        """
+        from voice.rl.rewards import prime_typicality_cdfs
+
+        try:
+            dataset: str = cfg.datasets[0].path
+        except (AttributeError, IndexError) as exc:
+            raise ValueError(
+                "TypicalityRewardPlugin requires cfg.datasets[0].path "
+                "to be set in the axolotl config."
+            ) from exc
+
+        log.info(
+            "TypicalityRewardPlugin: priming typicality CDFs from %s", dataset
+        )
+        prime_typicality_cdfs(dataset)
+        return []
+
+
 class EvalCompletionsPlugin(BasePlugin):  # type: ignore[misc]
     """
     Axolotl plugin that registers EvalCompletionsCallback before training.
@@ -422,6 +465,28 @@ def add_callbacks_post_trainer(
         :return: List containing the EvalCompletionsCallback instance.
         :raises ValueError: If ``cfg.datasets[0].path`` is not accessible.
         """
+        chat_template_kwargs: dict[str, Any] = (
+            getattr(cfg, "chat_template_kwargs", None) or {}
+        )
+        if "enable_thinking" in chat_template_kwargs:
+            enable_thinking: bool = chat_template_kwargs["enable_thinking"]
+            tokenizer = getattr(trainer, "processing_class", None) or getattr(
+                trainer, "tokenizer", None
+            )
+            if tokenizer is not None:
+                _orig = tokenizer.apply_chat_template
+
+                def _patch(*args: Any, **kwargs: Any) -> Any:
+                    kwargs.setdefault("enable_thinking", enable_thinking)
+                    return _orig(*args, **kwargs)
+
+                tokenizer.apply_chat_template = _patch
+                log.info(
+                    "EvalCompletionsPlugin: patched tokenizer to default "
+                    "enable_thinking=%s",
+                    enable_thinking,
+                )
+
         try:
             dataset: str = cfg.datasets[0].path
         except (AttributeError, IndexError) as exc:
diff --git a/src/voice/rl/__init__.py b/src/voice/rl/__init__.py
new file mode 100644
index 0000000..07cd302
--- /dev/null
+++ b/src/voice/rl/__init__.py
@@ -0,0 +1,7 @@
+"""
+Reinforcement learning module for the VOICE project.
+
+Provides utilities for GRPO fine-tuning jobs, including:
+- Reward functions
+- GRPO dataset transform factory
+"""
diff --git a/src/voice/rl/_utils.py b/src/voice/rl/_utils.py
new file mode 100644
index 0000000..306db75
--- /dev/null
+++ b/src/voice/rl/_utils.py
@@ -0,0 +1,50 @@
+"""Dataset transform utilities for GRPO training."""
+
+from __future__ import annotations
+
+from typing import Any
+
+
+def prompt_transform(
+    cfg: Any,  # noqa: ANN401
+    *args: Any,  # noqa: ANN401
+    **kwargs: Any,  # noqa: ANN401
+) -> tuple[Any, dict[str, Any]]:  # noqa: ANN401
+    """
+    Axolotl dataset transform factory for GRPO.
+
+    Strips the assistant turn from ``messages`` to build the prompt, extracts
+    it as ``true_completion``, and passes through ``ref_completion`` from the
+    dataset column. Both extra fields are forwarded to reward functions via
+    ``**kwargs`` by TRL.
+
+    To register in axolotl config::
+
+        datasets:
+          - path: <hf-dataset>
+            type: voice._prompt_transform
+
+    :param cfg: Axolotl config object (passed by axolotl; not used here).
+    :param *args: positional arguments passed to ``prompt``.
+    :param **kwargs: keyword arguments passed to ``prompt``.
+    :return: ``(map_fn, dataset_map_kwargs)`` tuple consumed by axolotl.
+    """
+    _ = cfg
+    __ = args
+    ___ = kwargs
+
+    def _map(
+        example: dict[str, Any],  # noqa: ANN401
+        tokenizer: Any = None,  # noqa: ANN401
+    ) -> dict[str, Any]:  # noqa: ANN401
+        _ = tokenizer
+        messages: list[dict[str, str]] = example["messages"]
+        return {
+            "prompt": [m for m in messages if m["role"] != "assistant"],
+            "true_completion": next(
+                m["content"] for m in messages if m["role"] == "assistant"
+            ),
+            "ref_completion": example["ref_completion"],
+        }
+
+    return _map, {}
diff --git a/src/voice/rl/rewards.py b/src/voice/rl/rewards.py
new file mode 100644
index 0000000..7c1493f
--- /dev/null
+++ b/src/voice/rl/rewards.py
@@ -0,0 +1,141 @@
+"""
+Reward functions for GRPO training.
+
+Each function must match the signature::
+
+    def my_reward(completions, **kwargs) -> list[float]
+
+``completions``
+    One element per sampled completion. Each element is a single-item list:
+    ``[{"role": "assistant", "content": "<generated text>"}]``.
+    The raw completion string is accessed via ``completions[i][0]["content"]``.
+
+``true_completion``, ``ref_completion``
+    Injected via ``**kwargs`` by the prompt transform.
+    ``true_completion`` is the ground truth assistant turn extracted from
+    ``messages``; ``ref_completion`` is the pre-generated base model
+    completion stored as a dataset column. TRL repeats both G times per
+    prompt to align with the flattened completions batch.
+
+Return a ``list[float]`` the same length as ``completions``.
+
+Register functions in your axolotl config::
+
+    trl:
+      reward_funcs:
+        - voice.rl.rewards.typicality_reward
+      reward_weights:
+        - 1.0
+"""
+
+from __future__ import annotations
+
+import os
+
+import numpy as np
+from datasets import load_dataset
+
+from voice._defaults import SCORING_DEFAULTS
+from voice.stylometry.metrics import get_metrics
+
+_typicality_cdfs: dict[str, np.ndarray] | None = None
+
+
+def _build_training_cdfs(dataset: str) -> dict[str, np.ndarray]:
+    """
+    Load the HF training split and return sorted value arrays per metric.
+
+    :param dataset: HuggingFace dataset repo id.
+    :return: Mapping of metric name to sorted array of training values.
+    """
+    hf_token = os.environ.get("HF_TOKEN")
+    ds = load_dataset(dataset, split="train", token=hf_token)
+    texts = [
+        next(m["content"] for m in ex["messages"] if m["role"] == "assistant")
+        for ex in ds
+    ]
+    return {
+        name: np.sort([spec.fn(t) for t in texts])
+        for name, spec in get_metrics().items()
+    }
+
+
+def prime_typicality_cdfs(dataset: str) -> None:
+    """
+    Pre-compute and cache metric empirical CDFs from the training split.
+
+    Subsequent calls with any argument are no-ops.
+
+    Called by TypicalityRewardPlugin before training starts.
+
+    :param dataset: HuggingFace dataset repo id.
+    :return: None
+    """
+    global _typicality_cdfs
+    if _typicality_cdfs is None:
+        _typicality_cdfs = _build_training_cdfs(dataset)
+
+
+def _typicality(text: str, cdfs: dict[str, np.ndarray]) -> float:
+    """
+    Compute T(a) for a single text against pre-built training split CDFs.
+
+    :param text: Text to score.
+    :param cdfs: Mapping of metric name to sorted training values.
+    :return: Floored geometric mean of per-group average typicality scores.
+    """
+    group_taus: dict[object, list[float]] = {}
+    for name, spec in get_metrics().items():
+        arr = cdfs[name]
+        u = np.searchsorted(arr, spec.fn(text), side="right") / len(arr)
+        tau = 1.0 - 2.0 * abs(u - 0.5)
+        group_taus.setdefault(spec.group, []).append(tau)
+    group_scores = [
+        max(sum(taus) / len(taus), SCORING_DEFAULTS.group_eps)
+        for taus in group_taus.values()
+    ]
+    return float(np.exp(np.log(group_scores).mean()))
+
+
+def typicality_reward(
+    completions: list[list[dict[str, str]]],
+    ref_completion: list[str],
+    **kwargs: object,
+) -> list[float]:
+    """
+    Typicality reward for GRPO.
+
+    Rewards the online model for producing completions more typical of the
+    author's style than the reference model, measured against metric
+    empirical CDFs built from the training split::
+
+        r = max(T(d) - T(d_ref), 0)
+
+    where T(a) is the floored geometric mean of per-group average typicality
+    scores, matching the structure of the eval suite alignment score.
+
+    Requires TypicalityRewardPlugin to be registered in the axolotl config
+    so that CDFs are primed before training starts.
+
+    :param completions:
+        GRPO completions, each ``[{"role": "assistant", "content": ...}]``.
+    :param ref_completion:
+        Pre-generated base model completions (repeated G times by TRL).
+    :param **kwargs: keyword arguments passed to function by TRL trainer.
+    :return: Reward for each completion.
+    :raises RuntimeError: If CDFs have not been primed.
+    """
+    _ = kwargs
+    if _typicality_cdfs is None:
+        raise RuntimeError(
+            "Typicality CDFs not initialised — register "
+            "TypicalityRewardPlugin in your axolotl config."
+        )
+    return [
+        max(
+            _typicality(comp[0]["content"], _typicality_cdfs)
+            - _typicality(ref, _typicality_cdfs),
+            0.0,
+        )
+        for comp, ref in zip(completions, ref_completion, strict=True)
+    ]
diff --git a/tests/voice/comparison/test_comparison.py b/tests/voice/comparison/test_comparison.py
index 094034d..374e251 100644
--- a/tests/voice/comparison/test_comparison.py
+++ b/tests/voice/comparison/test_comparison.py
@@ -369,6 +369,20 @@ def test_comparison_group_entry_is_frozen_and_slots():
         setattr(e, "avg_percentile", 0.0)  # noqa: B010
 
 
+def test_group_entry_repr_contains_avg_percentile():
+    e = GroupEntry(
+        group=MetricGroup.WORD_LENGTH_DISTRIBUTION,
+        avg_percentile=0.75,
+        avg_tail=0.25,
+    )
+    assert repr(e) == "GroupEntry(avg_percentile=0.7500)"
+
+
+def test_comparison_results_score_zero_when_no_entries(patch_metrics):
+    r = ComparisonResults(metrics=())
+    assert r.score == 0.0
+
+
 def test_comparison_results_rejects_unknown_metrics(patch_metrics):
     with pytest.raises(ValueError, match=r"Unknown metric"):
         ComparisonResults(metrics=("len", "nope"))
diff --git a/tests/voice/datasets/test_dataset.py b/tests/voice/datasets/test_dataset.py
index 9eb430e..b113b9c 100644
--- a/tests/voice/datasets/test_dataset.py
+++ b/tests/voice/datasets/test_dataset.py
@@ -263,3 +263,45 @@ def test_voice_dataset_bad_split_attr_raises_attribute_error():
     vd = VoiceDataset(datasets={Split.TRAIN: _canonical_hf_ds(1)}, spec=p)
     with pytest.raises(AttributeError):
         _ = vd.validation
+
+
+def test_example_seq_slice_returns_subset():
+    p = _pinned(splits=(Split.TRAIN,))
+    vd = VoiceDataset(datasets={Split.TRAIN: _canonical_hf_ds(5)}, spec=p)
+
+    subset = vd.train[1:3]
+
+    assert len(subset) == 2
+    assert subset[0].answer == "a1"
+    assert subset[1].answer == "a2"
+
+
+def test_example_seq_repr():
+    p = _pinned(splits=(Split.TRAIN,))
+    vd = VoiceDataset(datasets={Split.TRAIN: _canonical_hf_ds(4)}, spec=p)
+
+    r = repr(vd.train)
+
+    assert "Examples(" in r
+    assert "train" in r
+    assert "4" in r
+
+
+def test_example_seq_hf_returns_dataset():
+    from datasets import Dataset
+
+    p = _pinned(splits=(Split.TRAIN,))
+    vd = VoiceDataset(datasets={Split.TRAIN: _canonical_hf_ds(3)}, spec=p)
+
+    assert isinstance(vd.train.hf, Dataset)
+
+
+def test_voice_dataset_repr():
+    p = _pinned(repo_id="ns/name", revision="a1b2c3d", splits=(Split.TRAIN,))
+    vd = VoiceDataset(datasets={Split.TRAIN: _canonical_hf_ds(7)}, spec=p)
+
+    r = repr(vd)
+
+    assert "VoiceDataset(" in r
+    assert "ns/name" in r
+    assert "a1b2c3d" in r
diff --git a/tests/voice/rl/test_rewards.py b/tests/voice/rl/test_rewards.py
new file mode 100644
index 0000000..f71d210
--- /dev/null
+++ b/tests/voice/rl/test_rewards.py
@@ -0,0 +1,238 @@
+"""
+Tests for voice.rl.rewards.
+
+Scope:
+- _build_training_cdfs: dataset loading, sorted arrays per metric
+- prime_typicality_cdfs: initialisation and no-op on second call
+- _typicality: tau formula, group aggregation, eps floor
+- typicality_reward: error when unprimed, length, clip, positive signal
+"""
+
+from __future__ import annotations
+
+import numpy as np
+import pytest
+
+import voice.rl.rewards as rewards_mod
+from voice._defaults import SCORING_DEFAULTS, MetricGroup
+from voice.rl.rewards import (
+    _build_training_cdfs,
+    _typicality,
+    prime_typicality_cdfs,
+    typicality_reward,
+)
+from voice.stylometry.metrics import MetricSpec
+
+# -----------------------------------------------------------------------------
+# Helpers
+# -----------------------------------------------------------------------------
+
+_CDF = np.array([0.0, 0.25, 0.5, 0.75, 1.0])
+
+_FAKE_DS = [
+    {
+        "messages": [
+            {"role": "user", "content": "q1"},
+            {"role": "assistant", "content": "ans1"},
+        ]
+    },
+    {
+        "messages": [
+            {"role": "user", "content": "q2"},
+            {"role": "assistant", "content": "ans2"},
+        ]
+    },
+]
+
+
+def _patch_metrics(monkeypatch, fn=None):
+    """Replace get_metrics with a single fake metric keyed 'm'."""
+    if fn is None:
+        fn = lambda t: 0.5  # noqa: E731
+    fake = {
+        "m": MetricSpec(
+            fn=fn,
+            group=MetricGroup.WORD_LENGTH_DISTRIBUTION,
+            description="fake",
+        )
+    }
+    monkeypatch.setattr(rewards_mod, "get_metrics", lambda: fake)
+    return fake
+
+
+def _fake_cdfs(fn=None):
+    """Return a cdfs dict compatible with _patch_metrics."""
+    return {"m": _CDF.copy()}
+
+
+# -----------------------------------------------------------------------------
+# _build_training_cdfs
+# -----------------------------------------------------------------------------
+
+
+def test_build_training_cdfs_returns_dict_keyed_by_metric(monkeypatch):
+    monkeypatch.setattr(rewards_mod, "load_dataset", lambda *a, **kw: _FAKE_DS)
+    _patch_metrics(monkeypatch)
+
+    cdfs = _build_training_cdfs("fake/ds")
+
+    assert "m" in cdfs
+
+
+def test_build_training_cdfs_array_is_sorted(monkeypatch):
+    values = {"ans1": 0.8, "ans2": 0.2}
+    monkeypatch.setattr(rewards_mod, "load_dataset", lambda *a, **kw: _FAKE_DS)
+    _patch_metrics(monkeypatch, fn=lambda t: values.get(t, 0.5))
+
+    cdfs = _build_training_cdfs("fake/ds")
+
+    arr = cdfs["m"]
+    assert list(arr) == sorted(arr)
+    assert pytest.approx(arr[0]) == 0.2
+    assert pytest.approx(arr[1]) == 0.8
+
+
+# -----------------------------------------------------------------------------
+# prime_typicality_cdfs
+# -----------------------------------------------------------------------------
+
+
+def test_prime_typicality_cdfs_sets_global(monkeypatch):
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", None)
+    monkeypatch.setattr(
+        rewards_mod, "_build_training_cdfs", lambda ds: {"m": np.array([0.5])}
+    )
+
+    prime_typicality_cdfs("fake/ds")
+
+    assert rewards_mod._typicality_cdfs is not None
+    assert "m" in rewards_mod._typicality_cdfs
+
+
+def test_prime_typicality_cdfs_noop_when_already_set(monkeypatch):
+    sentinel = {"already": np.array([1.0])}
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", sentinel)
+
+    called = [0]
+
+    def spy(ds: str) -> dict:
+        called[0] += 1
+        return {}
+
+    monkeypatch.setattr(rewards_mod, "_build_training_cdfs", spy)
+
+    prime_typicality_cdfs("any")
+
+    assert called[0] == 0
+    assert rewards_mod._typicality_cdfs is sentinel
+
+
+# -----------------------------------------------------------------------------
+# _typicality
+# -----------------------------------------------------------------------------
+
+
+def test_typicality_returns_float(monkeypatch):
+    _patch_metrics(monkeypatch)
+
+    result = _typicality("text", _fake_cdfs())
+
+    assert isinstance(result, float)
+
+
+def test_typicality_in_unit_interval(monkeypatch):
+    _patch_metrics(monkeypatch)
+
+    result = _typicality("text", _fake_cdfs())
+
+    assert 0.0 <= result <= 1.0
+
+
+def test_typicality_applies_group_eps_floor(monkeypatch):
+    _patch_metrics(monkeypatch, fn=lambda t: 999.0)
+    cdfs = {"m": np.array([0.0, 0.5, 0.9])}
+
+    result = _typicality("any", cdfs)
+
+    assert result == pytest.approx(SCORING_DEFAULTS.group_eps)
+
+
+def test_typicality_median_value_gives_high_score(monkeypatch):
+    _patch_metrics(monkeypatch, fn=lambda t: 0.5)
+    cdfs = {"m": np.array([0.0, 0.25, 0.5, 0.75, 1.0])}
+
+    result = _typicality("text", cdfs)
+
+    assert result == pytest.approx(0.8)
+
+
+# -----------------------------------------------------------------------------
+# typicality_reward
+# -----------------------------------------------------------------------------
+
+
+def test_typicality_reward_raises_without_primed_cdfs(monkeypatch):
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", None)
+
+    with pytest.raises(RuntimeError, match="Typicality CDFs not initialised"):
+        typicality_reward(
+            completions=[[{"role": "assistant", "content": "x"}]],
+            ref_completion=["y"],
+        )
+
+
+def test_typicality_reward_returns_list_matching_completions_length(
+    monkeypatch,
+):
+    _patch_metrics(monkeypatch)
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", _fake_cdfs())
+
+    completions = [
+        [{"role": "assistant", "content": "a"}],
+        [{"role": "assistant", "content": "b"}],
+        [{"role": "assistant", "content": "c"}],
+    ]
+    result = typicality_reward(
+        completions=completions, ref_completion=["x", "y", "z"]
+    )
+
+    assert len(result) == 3
+
+
+def test_typicality_reward_clips_negative_to_zero(monkeypatch):
+    values = {"comp": 0.0, "ref": 0.5}
+    _patch_metrics(monkeypatch, fn=lambda t: values.get(t, 0.5))
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", _fake_cdfs())
+
+    result = typicality_reward(
+        completions=[[{"role": "assistant", "content": "comp"}]],
+        ref_completion=["ref"],
+    )
+
+    assert result[0] == 0.0
+
+
+def test_typicality_reward_positive_when_completion_beats_ref(monkeypatch):
+    values = {"comp": 0.5, "ref": 0.0}
+    _patch_metrics(monkeypatch, fn=lambda t: values.get(t, 0.5))
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", _fake_cdfs())
+
+    result = typicality_reward(
+        completions=[[{"role": "assistant", "content": "comp"}]],
+        ref_completion=["ref"],
+    )
+
+    assert result[0] > 0.0
+
+
+def test_typicality_reward_passes_kwargs_without_error(monkeypatch):
+    _patch_metrics(monkeypatch)
+    monkeypatch.setattr(rewards_mod, "_typicality_cdfs", _fake_cdfs())
+
+    result = typicality_reward(
+        completions=[[{"role": "assistant", "content": "x"}]],
+        ref_completion=["y"],
+        extra_kwarg="ignored",
+    )
+
+    assert len(result) == 1
diff --git a/tests/voice/rl/test_utils.py b/tests/voice/rl/test_utils.py
new file mode 100644
index 0000000..2c5680b
--- /dev/null
+++ b/tests/voice/rl/test_utils.py
@@ -0,0 +1,63 @@
+"""
+Tests for voice.rl._utils.
+
+Scope:
+- prompt_transform: returns (callable, {}) tuple
+- inner _map function: extracts prompt, true_completion, ref_completion
+"""
+
+from __future__ import annotations
+
+from voice.rl._utils import prompt_transform
+
+_EXAMPLE = {
+    "messages": [
+        {"role": "system", "content": "You are helpful."},
+        {"role": "user", "content": "What is 2+2?"},
+        {"role": "assistant", "content": "It is 4."},
+    ],
+    "ref_completion": "The answer is 4.",
+}
+
+
+def test_prompt_transform_returns_callable_and_empty_dict():
+    fn, kwargs = prompt_transform(None)
+
+    assert callable(fn)
+    assert kwargs == {}
+
+
+def test_prompt_transform_map_extracts_true_completion():
+    fn, _ = prompt_transform(object())
+
+    result = fn(_EXAMPLE)
+
+    assert result["true_completion"] == "It is 4."
+
+
+def test_prompt_transform_map_extracts_ref_completion():
+    fn, _ = prompt_transform(None)
+
+    result = fn(_EXAMPLE)
+
+    assert result["ref_completion"] == "The answer is 4."
+
+
+def test_prompt_transform_map_removes_assistant_from_prompt():
+    fn, _ = prompt_transform(None)
+
+    result = fn(_EXAMPLE)
+
+    roles = [m["role"] for m in result["prompt"]]
+    assert "assistant" not in roles
+    assert "system" in roles
+    assert "user" in roles
+
+
+def test_prompt_transform_map_ignores_tokenizer():
+    fn, _ = prompt_transform(None)
+
+    result_without = fn(_EXAMPLE)
+    result_with = fn(_EXAMPLE, tokenizer=object())
+
+    assert result_without == result_with
diff --git a/uv.lock b/uv.lock
index 5c2fedd..5867814 100644
--- a/uv.lock
+++ b/uv.lock
@@ -32,7 +32,8 @@ dependencies = [
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
-    { name = "torch" },
+    { name = "torch", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ca/14/787e5498cd062640f0f3d92ef4ae4063174f76f9afd29d13fc52a319daae/accelerate-1.13.0.tar.gz", hash = "sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236", size = 402835, upload-time = "2026-03-04T19:34:12.359Z" }
 wheels = [
@@ -251,15 +252,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/67/29/57b06fdb3abdf52c621d3ca3caea735e2db4c8d48288ebd26af448e8e247/art-6.5-py3-none-any.whl", hash = "sha256:70706408144c45c666caab690627d5c74aea7b6c7ce8cc968408ddeef8d84afd", size = 610382, upload-time = "2025-04-12T17:02:21.97Z" },
 ]
 
-[[package]]
-name = "astor"
-version = "0.8.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5a/21/75b771132fee241dfe601d39ade629548a9626d1d39f333fde31bc46febe/astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e", size = 35090, upload-time = "2019-12-10T01:50:35.51Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c3/88/97eef84f48fa04fbd6750e62dcceafba6c63c81b7ac1420856c8dcc0a3f9/astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5", size = 27488, upload-time = "2019-12-10T01:50:33.628Z" },
-]
-
 [[package]]
 name = "asttokens"
 version = "3.0.1"
@@ -301,8 +293,8 @@ wheels = [
 
 [[package]]
 name = "axolotl"
-version = "0.16.0.dev0"
-source = { git = "https://github.com/axolotl-ai-cloud/axolotl.git?rev=v0.16.1#08fc7de87e79f38c367f6776c5111b40a914062e" }
+version = "0.17.0.dev0"
+source = { git = "https://github.com/axolotl-ai-cloud/axolotl.git?branch=main#e86163dd332f3aad2f29de8fe44b6cfd5f74b22d" }
 dependencies = [
     { name = "accelerate", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "addict", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
@@ -311,22 +303,24 @@ dependencies = [
     { name = "art", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "axolotl-contribs-lgpl", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "axolotl-contribs-mit", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "bitsandbytes", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "colorama", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "einops", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "evaluate", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "fastcore", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "fire", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "fla-core", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "flash-linear-attention", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "fla-core", marker = "platform_machine != 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "flash-linear-attention", marker = "platform_machine != 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "gcsfs", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "gradio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "hf-transfer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "hf-xet", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "hf-xet", version = "1.4.3", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "immutabledict", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "kernels", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "langdetect", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "liger-kernel", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "lm-eval", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "mistral-common", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "modal", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
@@ -349,12 +343,16 @@ dependencies = [
     { name = "sentencepiece", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "tensorboard", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "tokenizers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torchao", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torchao", marker = "platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "trackio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "triton", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "trl", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "typer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "wandb", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "xformers", marker = "platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "zstandard", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 
@@ -363,9 +361,9 @@ name = "axolotl-contribs-lgpl"
 version = "0.0.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/09/60/d9687c5057dfc0ebbccd7c6996cf0f6337794c04a501a92eb6f37709e26b/axolotl_contribs_lgpl-0.0.7.tar.gz", hash = "sha256:f797b3fd0adb5cbf93ed7070c8de61f90fd2f42cb93713e394970ab0e0a77a4d", size = 10922, upload-time = "2025-10-29T17:46:16.215Z" }
 
@@ -374,7 +372,7 @@ name = "axolotl-contribs-mit"
 version = "0.0.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f5/d7/6e3154627508b94dff912280935af8e1afa72883074d2e51e75c7efa2bb3/axolotl_contribs_mit-0.0.6.tar.gz", hash = "sha256:f48a63f5878269cd85e5a78b5f3bb44aabe9ffd0143664c91c5841d8ecefdf26", size = 25895, upload-time = "2025-12-09T16:43:55.021Z" }
 
@@ -479,32 +477,16 @@ wheels = [
 
 [[package]]
 name = "bitsandbytes"
-version = "0.49.2"
+version = "0.49.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/29/71/acff7af06c818664aa87ff73e17a52c7788ad746b72aea09d3cb8e424348/bitsandbytes-0.49.2-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:2fc0830c5f7169be36e60e11f2be067c8f812dfcb829801a8703735842450750", size = 31442815, upload-time = "2026-02-16T21:26:06.783Z" },
-    { url = "https://files.pythonhosted.org/packages/19/57/3443d6f183436fbdaf5000aac332c4d5ddb056665d459244a5608e98ae92/bitsandbytes-0.49.2-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:54b771f06e1a3c73af5c7f16ccf0fc23a846052813d4b008d10cb6e017dd1c8c", size = 60651714, upload-time = "2026-02-16T21:26:11.579Z" },
-]
-
-[[package]]
-name = "blake3"
-version = "1.0.8"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/75/aa/abcd75e9600987a0bc6cfe9b6b2ff3f0e2cb08c170addc6e76035b5c4cb3/blake3-1.0.8.tar.gz", hash = "sha256:513cc7f0f5a7c035812604c2c852a0c1468311345573de647e310aca4ab165ba", size = 117308, upload-time = "2025-10-14T06:47:48.83Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/ee/7d/85a4c0782f613de23d114a7a78fcce270f75b193b3ff3493a0de24ba104a/blake3-1.0.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:269f255b110840e52b6ce9db02217e39660ebad3e34ddd5bca8b8d378a77e4e1", size = 371296, upload-time = "2025-10-14T06:45:49.674Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/20/488475254976ed93fab57c67aa80d3b40df77f7d9db6528c9274bff53e08/blake3-1.0.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:66ca28a673025c40db3eba21a9cac52f559f83637efa675b3f6bd8683f0415f3", size = 374516, upload-time = "2025-10-14T06:45:51.23Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/21/2a1c47fedb77fb396512677ec6d46caf42ac6e9a897db77edd0a2a46f7bb/blake3-1.0.8-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bcb04966537777af56c1f399b35525aa70a1225816e121ff95071c33c0f7abca", size = 447911, upload-time = "2025-10-14T06:45:52.637Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/7d/db0626df16029713e7e61b67314c4835e85c296d82bd907c21c6ea271da2/blake3-1.0.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e5b5da177d62cc4b7edf0cea08fe4dec960c9ac27f916131efa890a01f747b93", size = 505420, upload-time = "2025-10-14T06:45:54.445Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/55/6e737850c2d58a6d9de8a76dad2ae0f75b852a23eb4ecb07a0b165e6e436/blake3-1.0.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:38209b10482c97e151681ea3e91cc7141f56adbbf4820a7d701a923124b41e6a", size = 394189, upload-time = "2025-10-14T06:45:55.719Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/94/eafaa5cdddadc0c9c603a6a6d8339433475e1a9f60c8bb9c2eed2d8736b6/blake3-1.0.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:504d1399b7fb91dfe5c25722d2807990493185faa1917456455480c36867adb5", size = 388001, upload-time = "2025-10-14T06:45:57.067Z" },
-    { url = "https://files.pythonhosted.org/packages/17/81/735fa00d13de7f68b25e1b9cb36ff08c6f165e688d85d8ec2cbfcdedccc5/blake3-1.0.8-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:c84af132aa09abeadf9a0118c8fb26f4528f3f42c10ef8be0fcf31c478774ec4", size = 550302, upload-time = "2025-10-14T06:45:58.657Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/c6/d1fe8bdea4a6088bd54b5a58bc40aed89a4e784cd796af7722a06f74bae7/blake3-1.0.8-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:a25db3d36b55f5ed6a86470155cc749fc9c5b91c949b8d14f48658f9d960d9ec", size = 554211, upload-time = "2025-10-14T06:46:00.269Z" },
+    { url = "https://files.pythonhosted.org/packages/11/dd/5820e09213a3f7c0ee5aff20fce8b362ce935f9dd9958827274de4eaeec6/bitsandbytes-0.49.1-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:acd4730a0db3762d286707f4a3bc1d013d21dd5f0e441900da57ec4198578d4e", size = 31065659, upload-time = "2026-01-08T14:31:28.676Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/4f/02d3cb62a1b0b5a1ca7ff03dce3606be1bf3ead4744f47eb762dbf471069/bitsandbytes-0.49.1-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:e7940bf32457dc2e553685285b2a86e82f5ec10b2ae39776c408714f9ae6983c", size = 59054193, upload-time = "2026-01-08T14:31:31.743Z" },
 ]
 
 [[package]]
@@ -552,15 +534,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d5/3b/39e13ce78a8e9a621c5df3aeb5fd181fcc8caba8c48a194cd629771f6828/brotli-1.2.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036", size = 1487913, upload-time = "2025-11-05T18:38:31.618Z" },
 ]
 
-[[package]]
-name = "cachetools"
-version = "7.0.5"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/dd/57fe3fdb6e65b25a5987fd2cdc7e22db0aef508b91634d2e57d22928d41b/cachetools-7.0.5.tar.gz", hash = "sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990", size = 37367, upload-time = "2026-03-09T20:51:29.451Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/06/f3/39cf3367b8107baa44f861dc802cbf16263c945b62d8265d36034fc07bea/cachetools-7.0.5-py3-none-any.whl", hash = "sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114", size = 13918, upload-time = "2026-03-09T20:51:27.33Z" },
-]
-
 [[package]]
 name = "cbor2"
 version = "5.9.0"
@@ -670,25 +643,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" },
 ]
 
-[[package]]
-name = "cloudpickle"
-version = "3.1.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/27/fb/576f067976d320f5f0114a8d9fa1215425441bb35627b1993e5afd8111e5/cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414", size = 22330, upload-time = "2025-11-03T09:25:26.604Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a", size = 22228, upload-time = "2025-11-03T09:25:25.534Z" },
-]
-
-[[package]]
-name = "cognitive-complexity"
-version = "1.3.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "setuptools", version = "80.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/6a/ff/3cd46792fcbf742458083527407bc336efe382b168595583a06c70bf8e54/cognitive_complexity-1.3.0.tar.gz", hash = "sha256:a0cfbd47dee0b19f4056f892389f501694b205c3af69fb703cc744541e03dde5", size = 5650, upload-time = "2022-08-09T07:07:52.952Z" }
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -719,21 +673,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl", hash = "sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417", size = 7294, upload-time = "2025-07-25T14:02:02.896Z" },
 ]
 
-[[package]]
-name = "compressed-tensors"
-version = "0.11.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "frozendict", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/b8/99/3fdabfc95609d6efdf02fa7f1ed0245524cb1209d3d4a17109d3205d2eed/compressed_tensors-0.11.0.tar.gz", hash = "sha256:95ddf19699f775df6494dd864e5f52e8a24f8015496520190c1a22c6cfc44b1f", size = 187566, upload-time = "2025-08-19T18:59:31.854Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d2/81/e3073017a8f5c75169e79108eda209e6089e3f96c9f197d307cbda7df71c/compressed_tensors-0.11.0-py3-none-any.whl", hash = "sha256:e1cbc46e1ae032b7ceea915fe18c8d2de5a54d3a50a607969b6bdfe703b6cb83", size = 179951, upload-time = "2025-08-19T18:59:29.308Z" },
-]
-
 [[package]]
 name = "contourpy"
 version = "1.3.3"
@@ -812,6 +751,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/41/52/a8908dcb1a389a459a29008c29966c1d552588d4ae6d43f3a1a4512e0ebe/cryptography-46.0.7-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e", size = 4664256, upload-time = "2026-04-08T01:57:33.144Z" },
 ]
 
+[[package]]
+name = "cuda-bindings"
+version = "13.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cuda-pathfinder", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ce/67/5e7dba1ba576dd73da5dee894ca076ca5e959450dfff66d6d510a255d1f7/cuda_bindings-13.3.1-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c7855c4868aabc0cfae28abbe83d56734bdfbd08f08fc234ac1912a12858bf49", size = 6025351, upload-time = "2026-05-29T23:11:49.685Z" },
+    { url = "https://files.pythonhosted.org/packages/39/2a/6d2e9047d1fb243dbaa364b01e0297534b9ed7fd27dba1c9f361519cf69b/cuda_bindings-13.3.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e32d08f71ebcdf00f0f41eab2eb37e8da94c8ed411cc9f7f7a019ce6b34abe3a", size = 6657965, upload-time = "2026-05-29T23:11:52.227Z" },
+]
+
 [[package]]
 name = "cuda-pathfinder"
 version = "1.5.2"
@@ -821,16 +772,43 @@ wheels = [
 ]
 
 [[package]]
-name = "cupy-cuda12x"
-version = "14.0.1"
+name = "cuda-toolkit"
+version = "13.0.2"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "cuda-pathfinder", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/ca/b93ef9fca1471a65f136a73e10819634c0b83427362fc08fc9f29f935bf0/cupy_cuda12x-14.0.1-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:f244bc14fad6f1ef0c74abd98afa4b82d2534aecdba911197810ec0047f0d1f3", size = 145578614, upload-time = "2026-02-20T10:22:49.108Z" },
-    { url = "https://files.pythonhosted.org/packages/5a/a6/944406223a190815d9df156a1d66f3b0352bd8827dc4a8c752196d616dbc/cupy_cuda12x-14.0.1-cp312-cp312-manylinux2014_x86_64.whl", hash = "sha256:9f0c81c3509f77be3ae8444759d5b314201b2dfcbbf2ae0d0b5fb7a61f20893c", size = 134613763, upload-time = "2026-02-20T10:22:56.792Z" },
+    { url = "https://files.pythonhosted.org/packages/57/b2/453099f5f3b698d7d0eab38916aac44c7f76229f451709e2eb9db6615dcd/cuda_toolkit-13.0.2-py2.py3-none-any.whl", hash = "sha256:b198824cf2f54003f50d64ada3a0f184b42ca0846c1c94192fa269ecd97a66eb", size = 2364, upload-time = "2025-12-19T23:24:07.328Z" },
+]
+
+[package.optional-dependencies]
+cudart = [
+    { name = "nvidia-cuda-runtime", marker = "sys_platform == 'linux'" },
+]
+cufft = [
+    { name = "nvidia-cufft", marker = "sys_platform == 'linux'" },
+]
+cufile = [
+    { name = "nvidia-cufile", marker = "sys_platform == 'linux'" },
+]
+cupti = [
+    { name = "nvidia-cuda-cupti", marker = "sys_platform == 'linux'" },
+]
+curand = [
+    { name = "nvidia-curand", marker = "sys_platform == 'linux'" },
+]
+cusolver = [
+    { name = "nvidia-cusolver", marker = "sys_platform == 'linux'" },
+]
+cusparse = [
+    { name = "nvidia-cusparse", marker = "sys_platform == 'linux'" },
+]
+nvjitlink = [
+    { name = "nvidia-nvjitlink", marker = "sys_platform == 'linux'" },
+]
+nvrtc = [
+    { name = "nvidia-cuda-nvrtc", marker = "sys_platform == 'linux'" },
+]
+nvtx = [
+    { name = "nvidia-nvtx", marker = "sys_platform == 'linux'" },
 ]
 
 [[package]]
@@ -859,28 +837,59 @@ wheels = [
 name = "datasets"
 version = "4.5.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform == 'win32'",
+    "sys_platform == 'emscripten'",
+]
 dependencies = [
-    { name = "dill" },
-    { name = "filelock" },
-    { name = "fsspec", extra = ["http"] },
-    { name = "httpx" },
-    { name = "huggingface-hub" },
-    { name = "multiprocess" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "dill", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "filelock", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "fsspec", extra = ["http"], marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "httpx", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "huggingface-hub", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "multiprocess", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
     { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-    { name = "packaging" },
-    { name = "pandas" },
-    { name = "pyarrow" },
-    { name = "pyyaml" },
-    { name = "requests" },
-    { name = "tqdm" },
-    { name = "xxhash" },
+    { name = "packaging", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "pandas", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "pyarrow", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "pyyaml", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "requests", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "tqdm", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "xxhash", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/55/bf/bb927bde63d649296c83e883171ae77074717c1b80fe2868b328bd0dbcbb/datasets-4.5.0.tar.gz", hash = "sha256:00c698ce1c2452e646cc5fad47fef39d3fe78dd650a8a6eb205bb45eb63cd500", size = 588384, upload-time = "2026-01-14T18:27:54.297Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/fc/d5/0d563ea3c205eee226dc8053cf7682a8ac588db8acecd0eda2b587987a0b/datasets-4.5.0-py3-none-any.whl", hash = "sha256:b5d7e08096ffa407dd69e58b1c0271c9b2506140839b8d99af07375ad31b6726", size = 515196, upload-time = "2026-01-14T18:27:52.419Z" },
 ]
 
+[[package]]
+name = "datasets"
+version = "4.8.5"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+dependencies = [
+    { name = "dill", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "filelock", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "fsspec", extra = ["http"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "httpx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "multiprocess", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pandas", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pyarrow", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "requests", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "xxhash", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/66/34/14cd8e76f907f7d4dca2334cfeec9f81d30fd15c25a015f99aaea694eaed/datasets-4.8.5.tar.gz", hash = "sha256:0f0c1c3d56ffff2c93b2f4c63c95bac94f3d7e8621aea2a2a576275233bba772", size = 605649, upload-time = "2026-04-27T15:43:57.384Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/65/99/00f3196036501b53032c4b1ab8337a0b978dee832ed276dae3815df4e8b5/datasets-4.8.5-py3-none-any.whl", hash = "sha256:5079900781719c0e063a8efdd2cd95a31ad0c63209178669cd23cf1b926149ff", size = 528973, upload-time = "2026-04-27T15:43:53.702Z" },
+]
+
 [[package]]
 name = "debugpy"
 version = "1.8.20"
@@ -912,19 +921,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61", size = 25604, upload-time = "2021-03-08T10:59:24.45Z" },
 ]
 
-[[package]]
-name = "depyf"
-version = "0.19.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "astor", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "dill", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/19/38/69157d711be575f1b9cf3177b64ef4ade44373fc02839f183fdd98ec2dd6/depyf-0.19.0.tar.gz", hash = "sha256:afed0916b32d141cc90fa6220df01885eda442ca43b297d5050eeb90b4a5cb44", size = 6171405, upload-time = "2025-04-20T08:07:41.224Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/28/4d/1192acbcdc5e843f5e5d51f6e8788f2b60a9fe0b578ac385ded67a0b0b26/depyf-0.19.0-py3-none-any.whl", hash = "sha256:040b35fc0997d49df024b7d094f2a7836f91e9ed02f49982dd37e70aa3285ad5", size = 39034, upload-time = "2025-04-20T08:07:37.036Z" },
-]
-
 [[package]]
 name = "detect-secrets"
 version = "1.5.0"
@@ -947,15 +943,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049", size = 119668, upload-time = "2025-04-16T00:41:47.671Z" },
 ]
 
-[[package]]
-name = "diskcache"
-version = "5.6.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/3f/21/1c1ffc1a039ddcc459db43cc108658f32c57d271d7289a2794e401d0fdb6/diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc", size = 67916, upload-time = "2023-08-31T06:12:00.316Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/3f/27/4570e78fc0bf5ea0ca45eb1de3818a23787af9b390c0b0a0033a1b8236f9/diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19", size = 45550, upload-time = "2023-08-31T06:11:58.822Z" },
-]
-
 [[package]]
 name = "distlib"
 version = "0.4.0"
@@ -974,15 +961,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
 ]
 
-[[package]]
-name = "dnspython"
-version = "2.8.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8c/8b/57666417c0f90f08bcafa776861060426765fdb422eb10212086fb811d26/dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f", size = 368251, upload-time = "2025-09-07T18:58:00.022Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094, upload-time = "2025-09-07T18:57:58.071Z" },
-]
-
 [[package]]
 name = "docstring-parser-fork"
 version = "0.0.14"
@@ -1012,25 +990,12 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl", hash = "sha256:54058201ac7087911181bfec4af6091bb59380360f069276601256a76af08193", size = 65638, upload-time = "2026-01-26T04:13:18.546Z" },
 ]
 
-[[package]]
-name = "email-validator"
-version = "2.3.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "dnspython", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "idna", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/f5/22/900cb125c76b7aaa450ce02fd727f452243f2e91a61af068b40adba60ea9/email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426", size = 51238, upload-time = "2025-08-26T13:09:06.831Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4", size = 35604, upload-time = "2025-08-26T13:09:05.858Z" },
-]
-
 [[package]]
 name = "evaluate"
 version = "0.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "dill", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "fsspec", extra = ["http"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
@@ -1073,76 +1038,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/84/a4/5caa2de7f917a04ada20018eccf60d6cc6145b0199d55ca3711b0fc08312/fastapi-0.135.3-py3-none-any.whl", hash = "sha256:9b0f590c813acd13d0ab43dd8494138eb58e484bfac405db1f3187cfc5810d98", size = 117734, upload-time = "2026-04-01T16:23:59.328Z" },
 ]
 
-[package.optional-dependencies]
-standard = [
-    { name = "email-validator", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "fastapi-cli", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "httpx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "jinja2", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic-extra-types", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic-settings", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "python-multipart", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "uvicorn", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
-[[package]]
-name = "fastapi-cli"
-version = "0.0.24"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "rich-toolkit", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "uvicorn", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/6e/58/74797ae9e4610cfa0c6b34c8309096d3b20bb29be3b8b5fbf1004d10fa5f/fastapi_cli-0.0.24.tar.gz", hash = "sha256:1afc9c9e21d7ebc8a3ca5e31790cd8d837742be7e4f8b9236e99cb3451f0de00", size = 19043, upload-time = "2026-02-24T10:45:10.476Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/4b/68f9fe268e535d79c76910519530026a4f994ce07189ac0dded45c6af825/fastapi_cli-0.0.24-py3-none-any.whl", hash = "sha256:4a1f78ed798f106b4fee85ca93b85d8fe33c0a3570f775964d37edb80b8f0edc", size = 12304, upload-time = "2026-02-24T10:45:09.552Z" },
-]
-
-[package.optional-dependencies]
-standard = [
-    { name = "fastapi-cloud-cli", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "uvicorn", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
-[[package]]
-name = "fastapi-cloud-cli"
-version = "0.16.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "fastar", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "httpx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", extra = ["email"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "rich-toolkit", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "rignore", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "sentry-sdk", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "uvicorn", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/22/70/ca14fae57a221610d3e2e3dfad2b6e97ee31fcafaa36f90a2158d57e9a73/fastapi_cloud_cli-0.16.1.tar.gz", hash = "sha256:33b552c4ad46cd33823ef53f93b8b7813db2306c80c1cbcfa4d72067c99b26ab", size = 46193, upload-time = "2026-04-08T09:12:54.151Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a0/8b/f8c9eb116d2e89de5e0875c5fce90f23143410f41fe27725be04bdcec328/fastapi_cloud_cli-0.16.1-py3-none-any.whl", hash = "sha256:8b43bd8c7dd3710393d3be4c248c6a00807202b488a543716562529a8316cbee", size = 33212, upload-time = "2026-04-08T09:12:52.949Z" },
-]
-
-[[package]]
-name = "fastar"
-version = "0.10.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5a/8a/841a8fea5d704ed19836a1f7f83fe2b2d95624a14e9ddf45823ffb518c98/fastar-0.10.0.tar.gz", hash = "sha256:cba4452d6a33894faf5b0b9d55342a1259ad5c94cbdb16af09346084e0787680", size = 70357, upload-time = "2026-04-08T01:02:01.507Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/6e/dd/bc0deb3c8fc1966f074725e4f44bf6573a4f1de8e3b7d77e08371ebeb0ea/fastar-0.10.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:e0df3df848fe78657f9f9b40a811606cae34aa45ad79cd51f26d6f048f0d4ae1", size = 866216, upload-time = "2026-04-08T01:00:23.092Z" },
-    { url = "https://files.pythonhosted.org/packages/97/3c/45023b3538b0eb34d0ac04b6bd4dc707c1480a48e88af5365d7be7448334/fastar-0.10.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a453abf99af0f42bb03db90f9bd4aa69b5a7b88d50841577d428ec51f206856f", size = 761054, upload-time = "2026-04-08T00:59:20.36Z" },
-    { url = "https://files.pythonhosted.org/packages/69/07/23294498fceda38c3472f2c24a6aee1478991f1fd1982392bca6345af3ae/fastar-0.10.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c6a3e7acc58377de02ff3e8937d4b7e09b1270c294a0d5a0d3c2614aee69058e", size = 758885, upload-time = "2026-04-08T00:59:32.486Z" },
-    { url = "https://files.pythonhosted.org/packages/19/89/1e0b3b5ef774deb0937bfeb93d2d21147a1db7a8d741ea63903b1f5d7cd6/fastar-0.10.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:50a4a5fcd001f289fe66cbcff0aaf9e081532253cd7427270734988b22db6136", size = 924750, upload-time = "2026-04-08T00:59:44.41Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/85/486c640b768f9f6524d9cebd32e84808070136fea5696884b946bf63ecbb/fastar-0.10.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:54f60b5a87a2884efa8fc51978989e58cb1dc0ec1f645629491cd12f1dd5bb77", size = 817365, upload-time = "2026-04-08T01:00:09.616Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/4b/271ac7f9067ab39cffe95f2349604ac2248906be6fd86a70abb3c9f3d8bb/fastar-0.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:edaa085c8555620ec24aac1663251d62bdece619fcf6a4ad9dc2389a5fa13220", size = 819348, upload-time = "2026-04-08T01:00:35.083Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/fc/ca87c6fee7eaad484711f8dca44c792e4dc0f2d3f4548c93939b06bdc7eb/fastar-0.10.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:4110f5a357ea88fa35f27021cf30c26d863a5b589d6ac9e4e854ed02b34c9f35", size = 885868, upload-time = "2026-04-08T00:59:56.124Z" },
-    { url = "https://files.pythonhosted.org/packages/2f/00/588f0960ab1b36978d75a91bd44d9be9072c05211b04f224adcff9e83285/fastar-0.10.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:efa48b89ca2c8496f7fa0d36162e12d7476c597d0bae4d8fc42f86b958bd8fea", size = 968860, upload-time = "2026-04-08T01:01:12.557Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/4f/e07b9d82a58c27a8018d098b3ed51f561732c17fa6643c317bfba2907bdc/fastar-0.10.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:2637a20a69ea34455aa53cca8340273166bba8bd5c06727ea64ec151ba56abe0", size = 1036445, upload-time = "2026-04-08T01:01:25.512Z" },
-    { url = "https://files.pythonhosted.org/packages/19/6e/de7934cea77c9938ecad2443b114cfee13a760534bb88279a0701b12fac3/fastar-0.10.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e9ea5e45a1dd85c3104273b4b1628112f6a09115ed95dc0d31595097ce278fb2", size = 1074104, upload-time = "2026-04-08T01:01:38.464Z" },
-    { url = "https://files.pythonhosted.org/packages/7e/8d/54d56acbe2bbab3efbf2c1b93ea709e0cd78b7ff9d42b4038f520a580009/fastar-0.10.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:68d70adc24b9f4cf4520ed60dbd9fb60a6eb22bb96fd6756bcb387616cb2a979", size = 1026288, upload-time = "2026-04-08T01:01:51.658Z" },
-]
-
 [[package]]
 name = "fastcore"
 version = "1.12.38"
@@ -1188,45 +1083,20 @@ version = "0.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "einops", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f1/de/0d6bd5664ba2e711cabdde11ccb41ddcdd866c531e40900af3601bd7b8c6/fla_core-0.4.1.tar.gz", hash = "sha256:38ab28966eeadc2141b29e87c2bf72a8a4851e00af9d25bbbc3596b1fb53450d", size = 319608, upload-time = "2025-12-24T18:07:37.669Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/f6/43/945ef69eb48a14c30fd7323d3e0b560c821ae71e6d3ef979e06a901bc3b9/fla_core-0.4.1-py3-none-any.whl", hash = "sha256:93c6afe4c80fc7bc705fa8aeea6a46d2cf2d77383f9619a41863c7114c801bab", size = 437282, upload-time = "2025-12-24T18:07:34.41Z" },
 ]
 
-[[package]]
-name = "flake8"
-version = "7.3.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "mccabe" },
-    { name = "pycodestyle" },
-    { name = "pyflakes" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/9b/af/fbfe3c4b5a657d79e5c47a2827a362f9e1b763336a52f926126aa6dc7123/flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872", size = 48326, upload-time = "2025-06-20T19:31:35.838Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/9f/56/13ab06b4f93ca7cac71078fbe37fcea175d3216f31f85c3168a6bbd0bb9a/flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e", size = 57922, upload-time = "2025-06-20T19:31:34.425Z" },
-]
-
-[[package]]
-name = "flake8-cognitive-complexity"
-version = "0.1.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "cognitive-complexity" },
-    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "setuptools", version = "80.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/e7/d6/2bb09fab21521424d5afc836aa0057d15a92f5e738e506a3e3cb035be517/flake8_cognitive_complexity-0.1.0.tar.gz", hash = "sha256:f202df054e4f6ff182b659c261922b9c684628a47beb19cb0973c50d6a7831c1", size = 3061, upload-time = "2020-08-01T05:49:18.353Z" }
-
 [[package]]
 name = "flash-linear-attention"
 version = "0.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "fla-core", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/46/83/7d8ec7ffb5229080b1c9b772338ff588cbd63282ac355ede2a12a6e174a8/flash_linear_attention-0.4.1.tar.gz", hash = "sha256:127ee7273ed15ac17f72bcf4c75e1051719d8fbe0a2d1d047e59406f36d81ee2", size = 158280, upload-time = "2025-12-24T18:07:38.812Z" }
 wheels = [
@@ -1259,15 +1129,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cf/58/8acf1b3e91c58313ce5cb67df61001fc9dcd21be4fadb76c1a2d540e09ed/fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014", size = 9121, upload-time = "2021-03-11T07:16:28.351Z" },
 ]
 
-[[package]]
-name = "frozendict"
-version = "2.4.7"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/90/b2/2a3d1374b7780999d3184e171e25439a8358c47b481f68be883c14086b4c/frozendict-2.4.7.tar.gz", hash = "sha256:e478fb2a1391a56c8a6e10cc97c4a9002b410ecd1ac28c18d780661762e271bd", size = 317082, upload-time = "2025-11-11T22:40:14.251Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/74/f94141b38a51a553efef7f510fc213894161ae49b88bffd037f8d2a7cb2f/frozendict-2.4.7-py3-none-any.whl", hash = "sha256:972af65924ea25cf5b4d9326d549e69a9a4918d8a76a9d3a7cd174d98b237550", size = 16264, upload-time = "2025-11-11T22:40:12.836Z" },
-]
-
 [[package]]
 name = "frozenlist"
 version = "1.8.0"
@@ -1325,21 +1186,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7d/f3/393d486f33bf78ce8af4ced1814e936d0e71c630e8d98c1257a06e511c9a/gcsfs-2025.10.0-py2.py3-none-any.whl", hash = "sha256:654457af3a524e03d86658c5d8c6f3887689d6aa0c2c6b1c3b2d8e1fe2b77c09", size = 36911, upload-time = "2025-10-30T15:16:29.044Z" },
 ]
 
-[[package]]
-name = "gguf"
-version = "0.18.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "requests", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/3f/26/7622a41c39db9d7090225a4bf8368550e59694dcf7313b44f9a82b501209/gguf-0.18.0.tar.gz", hash = "sha256:b4659093d5d0dccdb5902a904d54b327f4052879fe5e90946ad5fce9f8018c2e", size = 107170, upload-time = "2026-02-27T15:05:39.254Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/5e/0c/e0f1eae7535a97476fb903f65301e35da2a66182b8161066b7eb312b2cb8/gguf-0.18.0-py3-none-any.whl", hash = "sha256:af93f7ef198a265cbde5fa6a6b3101528bca285903949ab0a3e591cd993a1864", size = 114244, upload-time = "2026-02-27T15:05:37.991Z" },
-]
-
 [[package]]
 name = "gitdb"
 version = "4.0.12"
@@ -1626,18 +1472,33 @@ wheels = [
 name = "hf-xet"
 version = "1.3.2"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform == 'win32'",
+    "sys_platform == 'emscripten'",
+]
 sdist = { url = "https://files.pythonhosted.org/packages/8b/cb/9bb543bd987ffa1ee48202cc96a756951b734b79a542335c566148ade36c/hf_xet-1.3.2.tar.gz", hash = "sha256:e130ee08984783d12717444e538587fa2119385e5bd8fc2bb9f930419b73a7af", size = 643646, upload-time = "2026-02-27T17:26:08.051Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d8/28/dbb024e2e3907f6f3052847ca7d1a2f7a3972fafcd53ff79018977fcb3e4/hf_xet-1.3.2-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f93b7595f1d8fefddfede775c18b5c9256757824f7f6832930b49858483cd56f", size = 3763961, upload-time = "2026-02-27T17:25:52.537Z" },
-    { url = "https://files.pythonhosted.org/packages/e4/71/b99aed3823c9d1795e4865cf437d651097356a3f38c7d5877e4ac544b8e4/hf_xet-1.3.2-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:a85d3d43743174393afe27835bde0cd146e652b5fcfdbcd624602daef2ef3259", size = 3526171, upload-time = "2026-02-27T17:25:50.968Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/ca/907890ce6ef5598b5920514f255ed0a65f558f820515b18db75a51b2f878/hf_xet-1.3.2-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7c2a054a97c44e136b1f7f5a78f12b3efffdf2eed3abc6746fc5ea4b39511633", size = 4180750, upload-time = "2026-02-27T17:25:43.125Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/ad/bc7f41f87173d51d0bce497b171c4ee0cbde1eed2d7b4216db5d0ada9f50/hf_xet-1.3.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:06b724a361f670ae557836e57801b82c75b534812e351a87a2c739f77d1e0635", size = 3961035, upload-time = "2026-02-27T17:25:41.837Z" },
-    { url = "https://files.pythonhosted.org/packages/73/38/600f4dda40c4a33133404d9fe644f1d35ff2d9babb4d0435c646c63dd107/hf_xet-1.3.2-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:305f5489d7241a47e0458ef49334be02411d1d0f480846363c1c8084ed9916f7", size = 4161378, upload-time = "2026-02-27T17:26:00.365Z" },
-    { url = "https://files.pythonhosted.org/packages/00/b3/7bc1ff91d1ac18420b7ad1e169b618b27c00001b96310a89f8a9294fe509/hf_xet-1.3.2-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:06cdbde243c85f39a63b28e9034321399c507bcd5e7befdd17ed2ccc06dfe14e", size = 4398020, upload-time = "2026-02-27T17:26:03.977Z" },
     { url = "https://files.pythonhosted.org/packages/2b/0b/99bfd948a3ed3620ab709276df3ad3710dcea61976918cce8706502927af/hf_xet-1.3.2-cp37-abi3-win_amd64.whl", hash = "sha256:9298b47cce6037b7045ae41482e703c471ce36b52e73e49f71226d2e8e5685a1", size = 3641624, upload-time = "2026-02-27T17:26:13.542Z" },
     { url = "https://files.pythonhosted.org/packages/cc/02/9a6e4ca1f3f73a164c0cd48e41b3cc56585dcc37e809250de443d673266f/hf_xet-1.3.2-cp37-abi3-win_arm64.whl", hash = "sha256:83d8ec273136171431833a6957e8f3af496bee227a0fe47c7b8b39c106d1749a", size = 3503976, upload-time = "2026-02-27T17:26:12.123Z" },
 ]
 
+[[package]]
+name = "hf-xet"
+version = "1.4.3"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/53/92/ec9ad04d0b5728dca387a45af7bc98fbb0d73b2118759f5f6038b61a57e8/hf_xet-1.4.3.tar.gz", hash = "sha256:8ddedb73c8c08928c793df2f3401ec26f95be7f7e516a7bee2fbb546f6676113", size = 670477, upload-time = "2026-03-31T22:40:07.874Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ac/9f/9c23e4a447b8f83120798f9279d0297a4d1360bdbf59ef49ebec78fe2545/hf_xet-1.4.3-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d0da85329eaf196e03e90b84c2d0aca53bd4573d097a75f99609e80775f98025", size = 3805048, upload-time = "2026-03-31T22:39:53.105Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/f8/7aacb8e5f4a7899d39c787b5984e912e6c18b11be136ef13947d7a66d265/hf_xet-1.4.3-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:e23717ce4186b265f69afa66e6f0069fe7efbf331546f5c313d00e123dc84583", size = 3562178, upload-time = "2026-03-31T22:39:51.295Z" },
+    { url = "https://files.pythonhosted.org/packages/df/9a/a24b26dc8a65f0ecc0fe5be981a19e61e7ca963b85e062c083f3a9100529/hf_xet-1.4.3-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fc360b70c815bf340ed56c7b8c63aacf11762a4b099b2fe2c9bd6d6068668c08", size = 4212320, upload-time = "2026-03-31T22:39:42.922Z" },
+    { url = "https://files.pythonhosted.org/packages/53/60/46d493db155d2ee2801b71fb1b0fd67696359047fdd8caee2c914cc50c79/hf_xet-1.4.3-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:39f2d2e9654cd9b4319885733993807aab6de9dfbd34c42f0b78338d6617421f", size = 3991546, upload-time = "2026-03-31T22:39:41.335Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/f5/067363e1c96c6b17256910830d1b54099d06287e10f4ec6ec4e7e08371fc/hf_xet-1.4.3-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:49ad8a8cead2b56051aa84d7fce3e1335efe68df3cf6c058f22a65513885baac", size = 4193200, upload-time = "2026-03-31T22:40:01.936Z" },
+    { url = "https://files.pythonhosted.org/packages/42/4b/53951592882d9c23080c7644542fda34a3813104e9e11fa1a7d82d419cb8/hf_xet-1.4.3-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7716d62015477a70ea272d2d68cd7cad140f61c52ee452e133e139abfe2c17ba", size = 4429392, upload-time = "2026-03-31T22:40:03.492Z" },
+]
+
 [[package]]
 name = "hpack"
 version = "4.1.0"
@@ -1660,18 +1521,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" },
 ]
 
-[[package]]
-name = "httptools"
-version = "0.7.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b5/46/120a669232c7bdedb9d52d4aeae7e6c7dfe151e99dc70802e2fc7a5e1993/httptools-0.7.1.tar.gz", hash = "sha256:abd72556974f8e7c74a259655924a717a2365b236c882c3f6f8a45fe94703ac9", size = 258961, upload-time = "2025-10-10T03:55:08.559Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/84/a6/b3965e1e146ef5762870bbe76117876ceba51a201e18cc31f5703e454596/httptools-0.7.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2c15f37ef679ab9ecc06bfc4e6e8628c32a8e4b305459de7cf6785acd57e4d03", size = 517655, upload-time = "2025-10-10T03:54:41.347Z" },
-    { url = "https://files.pythonhosted.org/packages/11/7d/71fee6f1844e6fa378f2eddde6c3e41ce3a1fb4b2d81118dd544e3441ec0/httptools-0.7.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7fe6e96090df46b36ccfaf746f03034e5ab723162bc51b0a4cf58305324036f2", size = 511440, upload-time = "2025-10-10T03:54:42.452Z" },
-    { url = "https://files.pythonhosted.org/packages/22/a5/079d216712a4f3ffa24af4a0381b108aa9c45b7a5cc6eb141f81726b1823/httptools-0.7.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f72fdbae2dbc6e68b8239defb48e6a5937b12218e6ffc2c7846cc37befa84362", size = 495186, upload-time = "2025-10-10T03:54:43.937Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/9e/025ad7b65278745dee3bd0ebf9314934c4592560878308a6121f7f812084/httptools-0.7.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e99c7b90a29fd82fea9ef57943d501a16f3404d7b9ee81799d41639bdaae412c", size = 499192, upload-time = "2025-10-10T03:54:45.003Z" },
-]
-
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -1694,7 +1543,8 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "filelock" },
     { name = "fsspec" },
-    { name = "hf-xet", marker = "platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" },
+    { name = "hf-xet", version = "1.3.2", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'AMD64' and sys_platform == 'emscripten') or (platform_machine == 'aarch64' and sys_platform == 'emscripten') or (platform_machine == 'amd64' and sys_platform == 'emscripten') or (platform_machine == 'arm64' and sys_platform == 'emscripten') or (platform_machine == 'x86_64' and sys_platform == 'emscripten') or (platform_machine == 'AMD64' and sys_platform == 'win32') or (platform_machine == 'aarch64' and sys_platform == 'win32') or (platform_machine == 'amd64' and sys_platform == 'win32') or (platform_machine == 'arm64' and sys_platform == 'win32') or (platform_machine == 'x86_64' and sys_platform == 'win32')" },
+    { name = "hf-xet", version = "1.4.3", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'AMD64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'amd64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'arm64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'x86_64' and sys_platform != 'emscripten' and sys_platform != 'win32')" },
     { name = "httpx" },
     { name = "packaging" },
     { name = "pyyaml" },
@@ -1761,15 +1611,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
 ]
 
-[[package]]
-name = "interegular"
-version = "0.3.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/dc/9d/8b6dde58a028a3962ce17e84d5fe73758df61378e00ef8ac3d85da34b0ff/interegular-0.3.3.tar.gz", hash = "sha256:d9b697b21b34884711399ba0f0376914b81899ce670032486d0d048344a76600", size = 24705, upload-time = "2024-01-06T23:01:22.372Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c4/01/72d6472f80651673716d1deda2a5bbb633e563ecf94f4479da5519d69d25/interegular-0.3.3-py37-none-any.whl", hash = "sha256:b0c07007d48c89d6d19f7204972d369b2a77222722e126b6aa63aa721dc3b19c", size = 23635, upload-time = "2024-01-06T23:01:20.829Z" },
-]
-
 [[package]]
 name = "ipykernel"
 version = "7.2.0"
@@ -1890,25 +1731,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" },
 ]
 
-[[package]]
-name = "jiter"
-version = "0.14.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6e/c1/0cddc6eb17d4c53a99840953f95dd3accdc5cfc7a337b0e9b26476276be9/jiter-0.14.0.tar.gz", hash = "sha256:e8a39e66dac7153cf3f964a12aad515afa8d74938ec5cc0018adcdae5367c79e", size = 165725, upload-time = "2026-04-10T14:28:42.01Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/41/a1/4f44832650a16b18e8391f1bf1d6ca4909bc738351826bcc198bba4357f4/jiter-0.14.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c409578cbd77c338975670ada777add4efd53379667edf0aceea730cabede6fb", size = 343730, upload-time = "2026-04-10T14:26:28.326Z" },
-    { url = "https://files.pythonhosted.org/packages/48/64/a329e9d469f86307203594b1707e11ae51c3348d03bfd514a5f997870012/jiter-0.14.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7ede4331a1899d604463369c730dbb961ffdc5312bc7f16c41c2896415b1304a", size = 370102, upload-time = "2026-04-10T14:26:30.089Z" },
-    { url = "https://files.pythonhosted.org/packages/94/c1/5e3dfc59635aa4d4c7bd20a820ac1d09b8ed851568356802cf1c08edb3cf/jiter-0.14.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:92cd8b6025981a041f5310430310b55b25ca593972c16407af8837d3d7d2ca01", size = 461335, upload-time = "2026-04-10T14:26:31.911Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/1b/dd157009dbc058f7b00108f545ccb72a2d56461395c4fc7b9cfdccb00af4/jiter-0.14.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:351bf6eda4e3a7ceb876377840c702e9a3e4ecc4624dbfb2d6463c67ae52637d", size = 378536, upload-time = "2026-04-10T14:26:33.595Z" },
-    { url = "https://files.pythonhosted.org/packages/91/78/256013667b7c10b8834f8e6e54cd3e562d4c6e34227a1596addccc05e38c/jiter-0.14.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c1dcfbeb93d9ecd9ca128bbf8910120367777973fa193fb9a39c31237d8df165", size = 353859, upload-time = "2026-04-10T14:26:35.098Z" },
-    { url = "https://files.pythonhosted.org/packages/de/d9/137d65ade9093a409fe80955ce60b12bb753722c986467aeda47faf450ad/jiter-0.14.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:ae039aaef8de3f8157ecc1fdd4d85043ac4f57538c245a0afaecb8321ec951c3", size = 357626, upload-time = "2026-04-10T14:26:36.685Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/48/76750835b87029342727c1a268bea8878ab988caf81ee4e7b880900eeb5a/jiter-0.14.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7d9d51eb96c82a9652933bd769fe6de66877d6eb2b2440e281f2938c51b5643e", size = 393172, upload-time = "2026-04-10T14:26:38.097Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/60/456c4e81d5c8045279aefe60e9e483be08793828800a4e64add8fdde7f2a/jiter-0.14.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d824ca4148b705970bf4e120924a212fdfca9859a73e42bd7889a63a4ea6bb98", size = 520300, upload-time = "2026-04-10T14:26:39.532Z" },
-    { url = "https://files.pythonhosted.org/packages/a8/9f/2020e0984c235f678dced38fe4eec3058cf528e6af36ebf969b410305941/jiter-0.14.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ff3a6465b3a0f54b1a430f45c3c0ba7d61ceb45cbc3e33f9e1a7f638d690baf3", size = 553059, upload-time = "2026-04-10T14:26:40.991Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/44/e26ede3f0caeff93f222559cb0cc4ca68579f07d009d7b6010c5b586f9b1/jiter-0.14.0-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:432c4db5255d86a259efde91e55cb4c8d18c0521d844c9e2e7efcce3899fb016", size = 343039, upload-time = "2026-04-10T14:28:38.356Z" },
-    { url = "https://files.pythonhosted.org/packages/da/e9/1f9ada30cef7b05e74bb06f52127e7a724976c225f46adb65c37b1dadfb6/jiter-0.14.0-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:67f00d94b281174144d6532a04b66a12cb866cbdc47c3af3bfe2973677f9861a", size = 349613, upload-time = "2026-04-10T14:28:40.066Z" },
-]
-
 [[package]]
 name = "jmespath"
 version = "1.1.0"
@@ -2153,16 +1975,17 @@ wheels = [
 
 [[package]]
 name = "kernels"
-version = "0.12.2"
+version = "0.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "tomlkit", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a9/07/d2b635e965b232cae1aa873c6e0458947196be8dca7bb02e64d3cd6e8d19/kernels-0.12.2.tar.gz", hash = "sha256:812fc43c2814f046cee655cbebf3918cddd489715773670bdb38cca3f5203b5b", size = 57108, upload-time = "2026-03-04T10:03:00.379Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3e/0d/e9c158c527a7b51382fe816a7b7e60caae17ff1153640c1803211a067c99/kernels-0.13.0.tar.gz", hash = "sha256:bf7908206009bff0017d09b87f0f6b5934a1a20520562caf1cbb06cab36418cc", size = 74755, upload-time = "2026-04-10T14:30:45.356Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/08/be/f5d6758b48633e4f6a28198fcf4bf9f763cc6a82e2335d9fe8802a5cb440/kernels-0.12.2-py3-none-any.whl", hash = "sha256:1289261804748cf3cf8e3afab80b505b0f1b28e4ec88379cdf08dc31e64964b8", size = 55205, upload-time = "2026-03-04T10:02:59.305Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/45/2cb29e965c199ab01151fee24cbb57b23550c9e6bc897ca242b1e4b8c4bf/kernels-0.13.0-py3-none-any.whl", hash = "sha256:5d857ee4e06dc7496bcd59c4756e84eb71c019b34524dea58ccb0eaaae3bb6df", size = 69177, upload-time = "2026-04-10T14:30:43.551Z" },
 ]
 
 [[package]]
@@ -2240,13 +2063,16 @@ wheels = [
 ]
 
 [[package]]
-name = "llguidance"
-version = "0.7.30"
+name = "liger-kernel"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/bf/38/d1ef3ae08d8d857e5e0690c5b1e07bf7eb4a1cae5881d87215826dc6cadb/llguidance-0.7.30.tar.gz", hash = "sha256:e93bf75f2b6e48afb86a5cee23038746975e1654672bf5ba0ae75f7d4d4a2248", size = 1055528, upload-time = "2025-06-23T00:23:49.247Z" }
+dependencies = [
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "triton", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/41/d6/85f032b40fc30c969e817f9f3527f987b508171b46d9958befd0868855fd/liger_kernel-0.8.0.tar.gz", hash = "sha256:f98b94faf018814a0757e7b72bb8ebaaf12a78782cd09b157732acca2791e72c", size = 3989670, upload-time = "2026-04-30T23:02:15.183Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9c/5b/6a166564b14f9f805f0ea01ec233a84f55789cb7eeffe1d6224ccd0e6cdd/llguidance-0.7.30-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:af8741c867e4bc7e42f7cdc68350c076b4edd0ca10ecefbde75f15a9f6bc25d0", size = 14867038, upload-time = "2025-06-23T00:23:39.571Z" },
-    { url = "https://files.pythonhosted.org/packages/af/80/5a40b9689f17612434b820854cba9b8cabd5142072c491b5280fe5f7a35e/llguidance-0.7.30-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9edc409b9decd6cffba5f5bf3b4fbd7541f95daa8cbc9510cbf96c6ab1ffc153", size = 15004926, upload-time = "2025-06-23T00:23:43.965Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/6b/eb29b56f128a819e2cded552e293212c57daa949481206b82490b207deac/liger_kernel-0.8.0-py3-none-any.whl", hash = "sha256:e1f03eeb4ba6a6a413d585dacf92c4c15d164bab5844fa4ead2fede6bcac469c", size = 403120, upload-time = "2026-04-30T23:02:13.443Z" },
 ]
 
 [[package]]
@@ -2264,7 +2090,7 @@ name = "lm-eval"
 version = "0.4.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "dill", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "evaluate", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "jinja2", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
@@ -2285,21 +2111,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/df/b3/8c2923ad4c4d911307e20ab9c7d7869d3811b5a76fe6dbe53678aafbeb04/lm_eval-0.4.11-py3-none-any.whl", hash = "sha256:9c9945475a715558649a38ffcb90f46e7bd23a849524a5e838f249161b030517", size = 8744826, upload-time = "2026-02-13T20:22:56.317Z" },
 ]
 
-[[package]]
-name = "lm-format-enforcer"
-version = "0.11.3"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "interegular", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/84/d5/41cd417ba7dfdbbcfe46cebf81fb3dfd7c591b89897560ad05bb410a465d/lm_format_enforcer-0.11.3.tar.gz", hash = "sha256:e68081c108719cce284a9bcc889709b26ffb085a1945b5eba3a12cfa96d528da", size = 40258, upload-time = "2025-08-24T19:37:47.527Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a0/ef/11292bb0b85cf4c93447cab5a29f64576ed14d3ab4280e35ddd23486594a/lm_format_enforcer-0.11.3-py3-none-any.whl", hash = "sha256:cf586350875def1ae7a8fba84fcbbfc8371424b6c9d05c1fcba70aa233fbf06f", size = 45418, upload-time = "2025-08-24T19:37:46.325Z" },
-]
-
 [[package]]
 name = "lxml"
 version = "6.0.4"
@@ -2412,15 +2223,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/30/ac/5ce64a1d4cce00390beab88622a290420401f1cabf05caf2fc0995157c21/mbstrdecoder-1.1.4-py3-none-any.whl", hash = "sha256:03dae4ec50ec0d2ff4743e63fdbd5e0022815857494d35224b60775d3d934a8c", size = 7933, upload-time = "2025-01-18T10:07:29.562Z" },
 ]
 
-[[package]]
-name = "mccabe"
-version = "0.7.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e7/ff/0ffefdcac38932a54d2b5eed4e0ba8a408f215002cd178ad1df0f2806ff8/mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325", size = 9658, upload-time = "2022-01-24T01:14:51.113Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/27/1a/1f68f9ba0c207934b35b86a8ca3aad8395a3d6dd7921c0686e23853ff5a9/mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e", size = 7350, upload-time = "2022-01-24T01:14:49.62Z" },
-]
-
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -2449,15 +2251,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/e4/73ad3c27e3fb613c3ce0953c928202c46cddebac3989b87be1b6f305a9f6/mistral_common-1.11.0-py3-none-any.whl", hash = "sha256:1d3ecaf7c3aa7338cb37b596fd0fb294485753958ee8e7254a6cc23eb30b249b", size = 6531513, upload-time = "2026-04-01T13:54:16.536Z" },
 ]
 
-[package.optional-dependencies]
-audio = [
-    { name = "soundfile", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "soxr", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-image = [
-    { name = "opencv-python-headless", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
 [[package]]
 name = "mistune"
 version = "3.2.0"
@@ -2537,34 +2330,10 @@ wheels = [
 ]
 
 [[package]]
-name = "msgpack"
-version = "1.1.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/4d/f2/bfb55a6236ed8725a96b0aa3acbd0ec17588e6a2c3b62a93eb513ed8783f/msgpack-1.1.2.tar.gz", hash = "sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e", size = 173581, upload-time = "2025-10-08T09:15:56.596Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/f2/60/a064b0345fc36c4c3d2c743c82d9100c40388d77f0b48b2f04d6041dbec1/msgpack-1.1.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f", size = 417131, upload-time = "2025-10-08T09:15:05.136Z" },
-    { url = "https://files.pythonhosted.org/packages/65/92/a5100f7185a800a5d29f8d14041f61475b9de465ffcc0f3b9fba606e4505/msgpack-1.1.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42", size = 427556, upload-time = "2025-10-08T09:15:06.837Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/87/ffe21d1bf7d9991354ad93949286f643b2bb6ddbeab66373922b44c3b8cc/msgpack-1.1.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9", size = 404920, upload-time = "2025-10-08T09:15:08.179Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/41/8543ed2b8604f7c0d89ce066f42007faac1eaa7d79a81555f206a5cdb889/msgpack-1.1.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620", size = 415013, upload-time = "2025-10-08T09:15:09.83Z" },
-]
-
-[[package]]
-name = "msgspec"
-version = "0.21.1"
+name = "multidict"
+version = "6.7.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e3/60/f79b9b013a16fa3a58350c9295ddc6789f2e335f36ea61ed10a21b215364/msgspec-0.21.1.tar.gz", hash = "sha256:2313508e394b0d208f8f56892ca9b2799e2561329de9763b19619595a6c0f72c", size = 319193, upload-time = "2026-04-12T21:44:50.394Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/8a/37/655101799590bcc5fddb2bd3fe0e6194e816c2d1da7c361725f5eb89a910/msgspec-0.21.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:846758412e9518252b2ac9bffd6f0e54d9ff614f5f9488df7749f81ff5c80920", size = 218871, upload-time = "2026-04-12T21:44:09.917Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/d1/d4cd9fe89c7d400d7a18f86ccc94daa3f0927f53558846fcb60791dce5d6/msgspec-0.21.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:21995e74b5c598c2e004110ad66ec7f1b8c20bf2bcf3b2de8fd9a3094422d3ff", size = 225025, upload-time = "2026-04-12T21:44:11.191Z" },
-    { url = "https://files.pythonhosted.org/packages/24/bf/e20549e602b9edccadeeff98760345a416f9cce846a657e8b18e3396b212/msgspec-0.21.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6129f0cca52992e898fd5344187f7c8127b63d810b2fd73e36fca73b4c6475ee", size = 222672, upload-time = "2026-04-12T21:44:12.481Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/68/04d7a8f0f786545cf9b8c280c57aa6befb5977af6e884b8b54191cbe44b3/msgspec-0.21.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ef3ec2296248d1f8b9231acb051b6d471dfde8f21819e86c9adaaa9f42918521", size = 227303, upload-time = "2026-04-12T21:44:13.709Z" },
-]
-
-[[package]]
-name = "multidict"
-version = "6.7.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1a/c2/c2d94cbe6ac1753f3fc980da97b3d930efe1da3af3c9f5125354436c073d/multidict-6.7.1.tar.gz", hash = "sha256:ec6652a1bee61c53a3e5776b6049172c53b6aaba34f18c9ad04f82712bac623d", size = 102010, upload-time = "2026-01-26T02:46:45.979Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1a/c2/c2d94cbe6ac1753f3fc980da97b3d930efe1da3af3c9f5125354436c073d/multidict-6.7.1.tar.gz", hash = "sha256:ec6652a1bee61c53a3e5776b6049172c53b6aaba34f18c9ad04f82712bac623d", size = 102010, upload-time = "2026-01-26T02:46:45.979Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/8d/9c/f20e0e2cf80e4b2e4b1c365bf5fe104ee633c751a724246262db8f1a0b13/multidict-6.7.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:a90f75c956e32891a4eda3639ce6dd86e87105271f43d43442a3aedf3cddf172", size = 76893, upload-time = "2026-01-26T02:43:52.754Z" },
     { url = "https://files.pythonhosted.org/packages/fe/cf/18ef143a81610136d3da8193da9d80bfe1cb548a1e2d1c775f26b23d024a/multidict-6.7.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:3fccb473e87eaa1382689053e4a4618e7ba7b9b9b8d6adf2027ee474597128cd", size = 45456, upload-time = "2026-01-26T02:43:53.893Z" },
@@ -2715,28 +2484,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl", hash = "sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762", size = 2068504, upload-time = "2025-12-08T17:02:38.159Z" },
 ]
 
-[[package]]
-name = "ninja"
-version = "1.13.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/43/73/79a0b22fc731989c708068427579e840a6cf4e937fe7ae5c5d0b7356ac22/ninja-1.13.0.tar.gz", hash = "sha256:4a40ce995ded54d9dc24f8ea37ff3bf62ad192b547f6c7126e7e25045e76f978", size = 242558, upload-time = "2025-08-11T15:10:19.421Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/8e/de/6e1cd6b84b412ac1ef327b76f0641aeb5dcc01e9d3f9eee0286d0c34fd93/ninja-1.13.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3d00c692fb717fd511abeb44b8c5d00340c36938c12d6538ba989fe764e79630", size = 177467, upload-time = "2025-08-11T15:09:52.767Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/83/49320fb6e58ae3c079381e333575fdbcf1cca3506ee160a2dcce775046fa/ninja-1.13.0-py3-none-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:be7f478ff9f96a128b599a964fc60a6a87b9fa332ee1bd44fa243ac88d50291c", size = 187834, upload-time = "2025-08-11T15:09:54.115Z" },
-    { url = "https://files.pythonhosted.org/packages/56/c7/ba22748fb59f7f896b609cd3e568d28a0a367a6d953c24c461fe04fc4433/ninja-1.13.0-py3-none-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:60056592cf495e9a6a4bea3cd178903056ecb0943e4de45a2ea825edb6dc8d3e", size = 202736, upload-time = "2025-08-11T15:09:55.745Z" },
-    { url = "https://files.pythonhosted.org/packages/79/22/d1de07632b78ac8e6b785f41fa9aad7a978ec8c0a1bf15772def36d77aac/ninja-1.13.0-py3-none-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:1c97223cdda0417f414bf864cfb73b72d8777e57ebb279c5f6de368de0062988", size = 179034, upload-time = "2025-08-11T15:09:57.394Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/de/0e6edf44d6a04dabd0318a519125ed0415ce437ad5a1ec9b9be03d9048cf/ninja-1.13.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fb46acf6b93b8dd0322adc3a4945452a4e774b75b91293bafcc7b7f8e6517dfa", size = 180716, upload-time = "2025-08-11T15:09:58.696Z" },
-    { url = "https://files.pythonhosted.org/packages/54/28/938b562f9057aaa4d6bfbeaa05e81899a47aebb3ba6751e36c027a7f5ff7/ninja-1.13.0-py3-none-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:4be9c1b082d244b1ad7ef41eb8ab088aae8c109a9f3f0b3e56a252d3e00f42c1", size = 146843, upload-time = "2025-08-11T15:10:00.046Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/fb/d06a3838de4f8ab866e44ee52a797b5491df823901c54943b2adb0389fbb/ninja-1.13.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:6739d3352073341ad284246f81339a384eec091d9851a886dfa5b00a6d48b3e2", size = 154402, upload-time = "2025-08-11T15:10:01.657Z" },
-    { url = "https://files.pythonhosted.org/packages/31/bf/0d7808af695ceddc763cf251b84a9892cd7f51622dc8b4c89d5012779f06/ninja-1.13.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:11be2d22027bde06f14c343f01d31446747dbb51e72d00decca2eb99be911e2f", size = 552388, upload-time = "2025-08-11T15:10:03.349Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/70/c99d0c2c809f992752453cce312848abb3b1607e56d4cd1b6cded317351a/ninja-1.13.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:aa45b4037b313c2f698bc13306239b8b93b4680eb47e287773156ac9e9304714", size = 472501, upload-time = "2025-08-11T15:10:04.735Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/43/c217b1153f0e499652f5e0766da8523ce3480f0a951039c7af115e224d55/ninja-1.13.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:5f8e1e8a1a30835eeb51db05cf5a67151ad37542f5a4af2a438e9490915e5b72", size = 638280, upload-time = "2025-08-11T15:10:06.512Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/45/9151bba2c8d0ae2b6260f71696330590de5850e5574b7b5694dce6023e20/ninja-1.13.0-py3-none-musllinux_1_2_ppc64le.whl", hash = "sha256:3d7d7779d12cb20c6d054c61b702139fd23a7a964ec8f2c823f1ab1b084150db", size = 642420, upload-time = "2025-08-11T15:10:08.35Z" },
-    { url = "https://files.pythonhosted.org/packages/3c/fb/95752eb635bb8ad27d101d71bef15bc63049de23f299e312878fc21cb2da/ninja-1.13.0-py3-none-musllinux_1_2_riscv64.whl", hash = "sha256:d741a5e6754e0bda767e3274a0f0deeef4807f1fec6c0d7921a0244018926ae5", size = 585106, upload-time = "2025-08-11T15:10:09.818Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/31/aa56a1a286703800c0cbe39fb4e82811c277772dc8cd084f442dd8e2938a/ninja-1.13.0-py3-none-musllinux_1_2_s390x.whl", hash = "sha256:e8bad11f8a00b64137e9b315b137d8bb6cbf3086fbdc43bf1f90fd33324d2e96", size = 707138, upload-time = "2025-08-11T15:10:11.366Z" },
-    { url = "https://files.pythonhosted.org/packages/34/6f/5f5a54a1041af945130abdb2b8529cbef0cdcbbf9bcf3f4195378319d29a/ninja-1.13.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b4f2a072db3c0f944c32793e91532d8948d20d9ab83da9c0c7c15b5768072200", size = 581758, upload-time = "2025-08-11T15:10:13.295Z" },
-]
-
 [[package]]
 name = "nltk"
 version = "3.9.4"
@@ -2838,105 +2585,119 @@ wheels = [
 ]
 
 [[package]]
-name = "nvidia-cublas-cu12"
-version = "12.8.4.1"
+name = "nvidia-cublas"
+version = "13.1.1.3"
 source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "nvidia-cuda-nvrtc", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/dc/61/e24b560ab2e2eaeb3c839129175fb330dfcfc29e5203196e5541a4c44682/nvidia_cublas_cu12-12.8.4.1-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:8ac4e771d5a348c551b2a426eda6193c19aa630236b418086020df5ba9667142", size = 594346921, upload-time = "2025-03-07T01:44:31.254Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/a1/0bd24ee8c8d03adac032fd2909426a00c88f8c57961b1277ded97f91119f/nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:b7a210458267ac818974c53038fbec2e969d5c99f305ab15c72522fa9f001dd5", size = 542848918, upload-time = "2026-04-08T18:46:22.985Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/cd/154ca20c38269e05eff77c1464e6c1da89f50a6390b565e9d82e06bc11e1/nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:37936a16db8fe4ac1f065c2139360608a543a09275cb1a1af612e08cfa065436", size = 423138758, upload-time = "2026-04-08T18:46:58.655Z" },
 ]
 
 [[package]]
-name = "nvidia-cuda-cupti-cu12"
-version = "12.8.90"
+name = "nvidia-cuda-cupti"
+version = "13.0.85"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f8/02/2adcaa145158bf1a8295d83591d22e4103dbfd821bcaf6f3f53151ca4ffa/nvidia_cuda_cupti_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ea0cb07ebda26bb9b29ba82cda34849e73c166c18162d3913575b0c9db9a6182", size = 10248621, upload-time = "2025-03-07T01:40:21.213Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/2a/80353b103fc20ce05ef51e928daed4b6015db4aaa9162ed0997090fe2250/nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_aarch64.whl", hash = "sha256:796bd679890ee55fb14a94629b698b6db54bcfd833d391d5e94017dd9d7d3151", size = 10310827, upload-time = "2025-09-04T08:26:42.012Z" },
+    { url = "https://files.pythonhosted.org/packages/33/6d/737d164b4837a9bbd202f5ae3078975f0525a55730fe871d8ed4e3b952b0/nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_x86_64.whl", hash = "sha256:4eb01c08e859bf924d222250d2e8f8b8ff6d3db4721288cf35d14252a4d933c8", size = 10715597, upload-time = "2025-09-04T08:26:51.312Z" },
 ]
 
 [[package]]
-name = "nvidia-cuda-nvrtc-cu12"
-version = "12.8.93"
+name = "nvidia-cuda-nvrtc"
+version = "13.0.88"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/6b/32f747947df2da6994e999492ab306a903659555dddc0fbdeb9d71f75e52/nvidia_cuda_nvrtc_cu12-12.8.93-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:a7756528852ef889772a84c6cd89d41dfa74667e24cca16bb31f8f061e3e9994", size = 88040029, upload-time = "2025-03-07T01:42:13.562Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/68/483a78f5e8f31b08fb1bb671559968c0ca3a065ac7acabfc7cee55214fd6/nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:ad9b6d2ead2435f11cbb6868809d2adeeee302e9bb94bcf0539c7a40d80e8575", size = 90215200, upload-time = "2025-09-04T08:28:44.204Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/dc/6bb80850e0b7edd6588d560758f17e0550893a1feaf436807d64d2da040f/nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d27f20a0ca67a4bb34268a5e951033496c5b74870b868bacd046b1b8e0c3267b", size = 43015449, upload-time = "2025-09-04T08:28:20.239Z" },
 ]
 
 [[package]]
-name = "nvidia-cuda-runtime-cu12"
-version = "12.8.90"
+name = "nvidia-cuda-runtime"
+version = "13.0.96"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0d/9b/a997b638fcd068ad6e4d53b8551a7d30fe8b404d6f1804abf1df69838932/nvidia_cuda_runtime_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:adade8dcbd0edf427b7204d480d6066d33902cab2a4707dcfc48a2d0fd44ab90", size = 954765, upload-time = "2025-03-07T01:40:01.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/4f/17d7b9b8e285199c58ce28e31b5c5bbaa4d8271af06a89b6405258245de2/nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ef9bcbe90493a2b9d810e43d249adb3d02e98dd30200d86607d8d02687c43f55", size = 2261060, upload-time = "2025-10-09T08:55:15.78Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/24/d1558f3b68b1d26e706813b1d10aa1d785e4698c425af8db8edc3dced472/nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7f82250d7782aa23b6cfe765ecc7db554bd3c2870c43f3d1821f1d18aebf0548", size = 2243632, upload-time = "2025-10-09T08:55:36.117Z" },
 ]
 
 [[package]]
-name = "nvidia-cudnn-cu12"
-version = "9.10.2.21"
+name = "nvidia-cudnn-cu13"
+version = "9.20.0.48"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cublas", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8", size = 706758467, upload-time = "2025-06-06T21:54:08.597Z" },
+    { url = "https://files.pythonhosted.org/packages/56/c5/83384d846b2fd17c44bd499b36c75a45ed4f095fbbb2252294e89cea5c5c/nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:e31454ae00094b0c55319d9d15b6fa2fc50a9e1c0f5c8c80fb75258234e731e1", size = 444574296, upload-time = "2026-03-09T19:28:27.751Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/5e/edb9c0ae051602c3ccaffe424256463636d639e27d7f302dde9975ef9e7a/nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:0c45dd8eeb50b603f07995b1b300c62ffe6a1980482b82b3bcf94a4ca9d49304", size = 366173588, upload-time = "2026-03-09T19:29:34.474Z" },
 ]
 
 [[package]]
-name = "nvidia-cufft-cu12"
-version = "11.3.3.83"
+name = "nvidia-cufft"
+version = "12.0.0.61"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-nvjitlink", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1f/13/ee4e00f30e676b66ae65b4f08cb5bcbb8392c03f54f2d5413ea99a5d1c80/nvidia_cufft_cu12-11.3.3.83-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d2dd21ec0b88cf61b62e6b43564355e5222e4a3fb394cac0db101f2dd0d4f74", size = 193118695, upload-time = "2025-03-07T01:45:27.821Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/ae/f417a75c0259e85c1d2f83ca4e960289a5f814ed0cea74d18c353d3e989d/nvidia_cufft-12.0.0.61-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2708c852ef8cd89d1d2068bdbece0aa188813a0c934db3779b9b1faa8442e5f5", size = 214053554, upload-time = "2025-09-04T08:31:38.196Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/2f/7b57e29836ea8714f81e9898409196f47d772d5ddedddf1592eadb8ab743/nvidia_cufft-12.0.0.61-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6c44f692dce8fd5ffd3e3df134b6cdb9c2f72d99cf40b62c32dde45eea9ddad3", size = 214085489, upload-time = "2025-09-04T08:31:56.044Z" },
 ]
 
 [[package]]
-name = "nvidia-cufile-cu12"
-version = "1.13.1.3"
+name = "nvidia-cufile"
+version = "1.15.1.6"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bb/fe/1bcba1dfbfb8d01be8d93f07bfc502c93fa23afa6fd5ab3fc7c1df71038a/nvidia_cufile_cu12-1.13.1.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1d069003be650e131b21c932ec3d8969c1715379251f8d23a1860554b1cb24fc", size = 1197834, upload-time = "2025-03-07T01:45:50.723Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/70/4f193de89a48b71714e74602ee14d04e4019ad36a5a9f20c425776e72cd6/nvidia_cufile-1.15.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:08a3ecefae5a01c7f5117351c64f17c7c62efa5fffdbe24fc7d298da19cd0b44", size = 1223672, upload-time = "2025-09-04T08:32:22.779Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/73/cc4a14c9813a8a0d509417cf5f4bdaba76e924d58beb9864f5a7baceefbf/nvidia_cufile-1.15.1.6-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:bdc0deedc61f548bddf7733bdc216456c2fdb101d020e1ab4b88d232d5e2f6d1", size = 1136992, upload-time = "2025-09-04T08:32:14.119Z" },
 ]
 
 [[package]]
-name = "nvidia-curand-cu12"
-version = "10.3.9.90"
+name = "nvidia-curand"
+version = "10.4.0.35"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fb/aa/6584b56dc84ebe9cf93226a5cde4d99080c8e90ab40f0c27bda7a0f29aa1/nvidia_curand_cu12-10.3.9.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:b32331d4f4df5d6eefa0554c565b626c7216f87a06a4f56fab27c3b68a830ec9", size = 63619976, upload-time = "2025-03-07T01:46:23.323Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/72/7c2ae24fb6b63a32e6ae5d241cc65263ea18d08802aaae087d9f013335a2/nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:133df5a7509c3e292aaa2b477afd0194f06ce4ea24d714d616ff36439cee349a", size = 61962106, upload-time = "2025-08-04T10:21:41.128Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/9f/be0a41ca4a4917abf5cb9ae0daff1a6060cc5de950aec0396de9f3b52bc5/nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:1aee33a5da6e1db083fe2b90082def8915f30f3248d5896bcec36a579d941bfc", size = 59544258, upload-time = "2025-08-04T10:22:03.992Z" },
 ]
 
 [[package]]
-name = "nvidia-cusolver-cu12"
-version = "11.7.3.90"
+name = "nvidia-cusolver"
+version = "12.0.4.66"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "nvidia-cusparse-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cublas", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cusparse", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-nvjitlink", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/85/48/9a13d2975803e8cf2777d5ed57b87a0b6ca2cc795f9a4f59796a910bfb80/nvidia_cusolver_cu12-11.7.3.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450", size = 267506905, upload-time = "2025-03-07T01:47:16.273Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c3/b30c9e935fc01e3da443ec0116ed1b2a009bb867f5324d3f2d7e533e776b/nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:02c2457eaa9e39de20f880f4bd8820e6a1cfb9f9a34f820eb12a155aa5bc92d2", size = 223467760, upload-time = "2025-09-04T08:33:04.222Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/67/cba3777620cdacb99102da4042883709c41c709f4b6323c10781a9c3aa34/nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:0a759da5dea5c0ea10fd307de75cdeb59e7ea4fcb8add0924859b944babf1112", size = 200941980, upload-time = "2025-09-04T08:33:22.767Z" },
 ]
 
 [[package]]
-name = "nvidia-cusparse-cu12"
-version = "12.5.8.93"
+name = "nvidia-cusparse"
+version = "12.6.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-nvjitlink", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/f5/e1854cb2f2bcd4280c44736c93550cc300ff4b8c95ebe370d0aa7d2b473d/nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b", size = 288216466, upload-time = "2025-03-07T01:48:13.779Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/94/5c26f33738ae35276672f12615a64bd008ed5be6d1ebcb23579285d960a9/nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:80bcc4662f23f1054ee334a15c72b8940402975e0eab63178fc7e670aa59472c", size = 162155568, upload-time = "2025-09-04T08:33:42.864Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/18/623c77619c31d62efd55302939756966f3ecc8d724a14dab2b75f1508850/nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2b3c89c88d01ee0e477cb7f82ef60a11a4bcd57b6b87c33f789350b59759360b", size = 145942937, upload-time = "2025-09-04T08:33:58.029Z" },
 ]
 
 [[package]]
-name = "nvidia-cusparselt-cu12"
-version = "0.7.1"
+name = "nvidia-cusparselt-cu13"
+version = "0.8.1"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/56/79/12978b96bd44274fe38b5dde5cfb660b1d114f70a65ef962bcbbed99b549/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623", size = 287193691, upload-time = "2025-02-26T00:15:44.104Z" },
+    { url = "https://files.pythonhosted.org/packages/46/e1/cdc1797eadf82d3a9a575a19b33fdc871a97edbec42c00b5b5e914f4aff4/nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4dca476c50bf4780d46cd0bfbd82e2bc10a08e4fef7950917ce8d7578d22a23f", size = 221051344, upload-time = "2025-09-05T18:49:51.289Z" },
+    { url = "https://files.pythonhosted.org/packages/34/7d/2661f2fb3ac4302f3a246f5fc030213ac60c1fe0bce84f9783dbd831dbb7/nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:786ce87568c303fadb5afcc7102d454cd3040d75f6f8626f5db460d1871f4dd0", size = 170148586, upload-time = "2025-09-05T18:50:50.248Z" },
 ]
 
 [[package]]
@@ -2949,27 +2710,39 @@ wheels = [
 ]
 
 [[package]]
-name = "nvidia-nccl-cu12"
-version = "2.27.3"
+name = "nvidia-nccl-cu13"
+version = "2.29.7"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5c/5b/4e4fff7bad39adf89f735f2bc87248c81db71205b62bcc0d5ca5b606b3c3/nvidia_nccl_cu12-2.27.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:adf27ccf4238253e0b826bce3ff5fa532d65fc42322c8bfdfaf28024c0fbe039", size = 322364134, upload-time = "2025-06-03T21:58:04.013Z" },
+    { url = "https://files.pythonhosted.org/packages/72/0d/daf50d44177ee0cbc7ff0a0c91eb5ff676c82be42f9a970bc7597f440c3a/nvidia_nccl_cu13-2.29.7-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:674a12383e3c38a1bcccae7d4f3633b37852230b6047883cb2f4c2d1b36d9bf5", size = 206014712, upload-time = "2026-03-03T05:34:20.843Z" },
+    { url = "https://files.pythonhosted.org/packages/67/f4/58e4e91b6919367c7aafb8e36fce9aad1a3047e536bf7e2fd560927d3a4c/nvidia_nccl_cu13-2.29.7-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:edd81538446786ec3b73972543e53bb43bcaf0bfc8ef76cb679fcc390ffe136d", size = 205976000, upload-time = "2026-03-03T05:36:24.472Z" },
 ]
 
 [[package]]
-name = "nvidia-nvjitlink-cu12"
-version = "12.8.93"
+name = "nvidia-nvjitlink"
+version = "13.0.88"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f6/74/86a07f1d0f42998ca31312f998bd3b9a7eff7f52378f4f270c8679c77fb9/nvidia_nvjitlink_cu12-12.8.93-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:81ff63371a7ebd6e6451970684f916be2eab07321b73c9d244dc2b4da7f73b88", size = 39254836, upload-time = "2025-03-07T01:49:55.661Z" },
+    { url = "https://files.pythonhosted.org/packages/56/7a/123e033aaff487c77107195fa5a2b8686795ca537935a24efae476c41f05/nvidia_nvjitlink-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:13a74f429e23b921c1109976abefacc69835f2f433ebd323d3946e11d804e47b", size = 40713933, upload-time = "2025-09-04T08:35:43.553Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/2c/93c5250e64df4f894f1cbb397c6fd71f79813f9fd79d7cd61de3f97b3c2d/nvidia_nvjitlink-13.0.88-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e931536ccc7d467a98ba1d8b89ff7fa7f1fa3b13f2b0069118cd7f47bff07d0c", size = 38768748, upload-time = "2025-09-04T08:35:20.008Z" },
 ]
 
 [[package]]
-name = "nvidia-nvtx-cu12"
-version = "12.8.90"
+name = "nvidia-nvshmem-cu13"
+version = "3.4.5"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a2/eb/86626c1bbc2edb86323022371c39aa48df6fd8b0a1647bc274577f72e90b/nvidia_nvtx_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5b17e2001cc0d751a5bc2c6ec6d26ad95913324a4adb86788c944f8ce9ba441f", size = 89954, upload-time = "2025-03-07T01:42:44.131Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/0f/05cc9c720236dcd2db9c1ab97fff629e96821be2e63103569da0c9b72f19/nvidia_nvshmem_cu13-3.4.5-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6dc2a197f38e5d0376ad52cd1a2a3617d3cdc150fd5966f4aee9bcebb1d68fe9", size = 60215947, upload-time = "2025-09-06T00:32:20.022Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/35/a9bf80a609e74e3b000fef598933235c908fcefcef9026042b8e6dfde2a9/nvidia_nvshmem_cu13-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:290f0a2ee94c9f3687a02502f3b9299a9f9fe826e6d0287ee18482e78d495b80", size = 60412546, upload-time = "2025-09-06T00:32:41.564Z" },
+]
+
+[[package]]
+name = "nvidia-nvtx"
+version = "13.0.85"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c2/f3/d86c845465a2723ad7e1e5c36dcd75ddb82898b3f53be47ebd429fb2fa5d/nvidia_nvtx-13.0.85-py3-none-manylinux1_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:4936d1d6780fbe68db454f5e72a42ff64d1fd6397df9f363ae786930fd5c1cd4", size = 148047, upload-time = "2025-09-04T08:29:01.761Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/64/3708a90d1ebe202ffdeb7185f878a3c84d15c2b2c31858da2ce0583e2def/nvidia_nvtx-13.0.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cb7780edb6b14107373c835bf8b72e7a178bac7367e23da7acb108f973f157a6", size = 148878, upload-time = "2025-09-04T08:28:53.627Z" },
 ]
 
 [[package]]
@@ -3013,59 +2786,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f5/fb/f6a64b519ae6685fc60b0b54dc7aeae89c91394387f760f4efcdef814cb6/ocifs-1.3.2-py3-none-any.whl", hash = "sha256:2702cf1574f04f3b9405c7068a111af325409d9332cc010d2cd9e62f99262e62", size = 67797, upload-time = "2025-02-18T20:21:32.382Z" },
 ]
 
-[[package]]
-name = "openai"
-version = "2.31.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "anyio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "distro", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "httpx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "jiter", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "sniffio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/94/fe/64b3d035780b3188f86c4f6f1bc202e7bb74757ef028802112273b9dcacf/openai-2.31.0.tar.gz", hash = "sha256:43ca59a88fc973ad1848d86b98d7fac207e265ebbd1828b5e4bdfc85f79427a5", size = 684772, upload-time = "2026-04-08T21:01:41.797Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/66/bc/a8f7c3aa03452fedbb9af8be83e959adba96a6b4a35e416faffcc959c568/openai-2.31.0-py3-none-any.whl", hash = "sha256:44e1344d87e56a493d649b17e2fac519d1368cbb0745f59f1957c4c26de50a0a", size = 1153479, upload-time = "2026-04-08T21:01:39.217Z" },
-]
-
-[[package]]
-name = "openai-harmony"
-version = "0.0.8"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/3e/92/2d038d096f29179c7c9571b431f9e739f87a487121901725e23fe338dd9d/openai_harmony-0.0.8.tar.gz", hash = "sha256:6e43f98e6c242fa2de6f8ea12eab24af63fa2ed3e89c06341fb9d92632c5cbdf", size = 284777, upload-time = "2025-11-05T19:07:06.727Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d3/d2/ce6953ca87db9cae3e775024184da7d1c5cb88cead19a2d75b42f00a959c/openai_harmony-0.0.8-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e4f709815924ec325b9a890e6ab2bbb0ceec8e319a4e257328eb752cf36b2efc", size = 2948463, upload-time = "2025-11-05T19:06:48.17Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/4c/b553c9651662d6ce102ca7f3629d268b23df1abe5841e24bed81e8a8e949/openai_harmony-0.0.8-cp38-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5cfcfd963b50a41fc656c84d3440ca6eecdccd6c552158ce790b8f2e33dfb5a9", size = 2704083, upload-time = "2025-11-05T19:06:50.205Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/af/4eec8f9ab9c27bcdb444460c72cf43011d176fc44c79d6e113094ca1e152/openai_harmony-0.0.8-cp38-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a3a16972aa1cee38ea958470cd04ac9a2d5ac38fdcf77ab686611246220c158", size = 2959765, upload-time = "2025-11-05T19:06:53.62Z" },
-    { url = "https://files.pythonhosted.org/packages/11/3c/33f3374e4624e0e776f6b13b73c45a7ead7f9c4529f8369ed5bfcaa30cac/openai_harmony-0.0.8-cp38-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b4d5cfa168e74d08f8ba6d58a7e49bc7daef4d58951ec69b66b0d56f4927a68d", size = 3427031, upload-time = "2025-11-05T19:06:51.829Z" },
-    { url = "https://files.pythonhosted.org/packages/25/3f/1a192b93bb47c6b44cd98ba8cc1d3d2a9308f1bb700c3017e6352da11bda/openai_harmony-0.0.8-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c007d277218a50db8839e599ed78e0fffe5130f614c3f6d93ae257f282071a29", size = 2953260, upload-time = "2025-11-05T19:06:55.406Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/f8/93b582cad3531797c3db7c2db5400fd841538ccddfd9f5e3df61be99a630/openai_harmony-0.0.8-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:8565d4f5a0638da1bffde29832ed63c9e695c558611053add3b2dc0b56c92dbc", size = 3127044, upload-time = "2025-11-05T19:06:59.553Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/10/4327dbf87f75ae813405fd9a9b4a5cde63d506ffed0a096a440a4cabd89c/openai_harmony-0.0.8-cp38-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:cbaa3bda75ef0d8836e1f8cc84af62f971b1d756d740efc95c38c3e04c0bfde2", size = 2932931, upload-time = "2025-11-05T19:07:01.437Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/c8/1774eec4f6f360ef57618fb8f52e3d3af245b2491bd0297513aa09eec04b/openai_harmony-0.0.8-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:772922a9bd24e133950fad71eb1550836f415a88e8c77870e12d0c3bd688ddc2", size = 2996140, upload-time = "2025-11-05T19:07:03.438Z" },
-    { url = "https://files.pythonhosted.org/packages/60/c3/3d1e01e2dba517a91760e4a03e4f20ffc75039a6fe584d0e6f9b5c78fd15/openai_harmony-0.0.8-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:007b0476a1f331f8130783f901f1da6f5a7057af1a4891f1b6a31dec364189b5", size = 3205080, upload-time = "2025-11-05T19:07:05.078Z" },
-]
-
-[[package]]
-name = "opencv-python-headless"
-version = "4.13.0.92"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/21/76/9417a6aef9def70e467a5bf560579f816148a4c658b7d525581b356eda9e/opencv_python_headless-4.13.0.92-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5c8cfc8e87ed452b5cecb9419473ee5560a989859fe1d10d1ce11ae87b09a2cb", size = 33703709, upload-time = "2026-02-05T10:24:46.469Z" },
-    { url = "https://files.pythonhosted.org/packages/92/ce/bd17ff5772938267fd49716e94ca24f616ff4cb1ff4c6be13085108037be/opencv_python_headless-4.13.0.92-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0525a3d2c0b46c611e2130b5fdebc94cf404845d8fa64d2f3a3b679572a5bd22", size = 56016764, upload-time = "2026-02-05T10:26:48.904Z" },
-    { url = "https://files.pythonhosted.org/packages/8f/b4/b7bcbf7c874665825a8c8e1097e93ea25d1f1d210a3e20d4451d01da30aa/opencv_python_headless-4.13.0.92-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d", size = 35010236, upload-time = "2026-02-05T10:28:11.031Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/33/b5db29a6c00eb8f50708110d8d453747ca125c8b805bc437b289dbdcc057/opencv_python_headless-4.13.0.92-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:0bd48544f77c68b2941392fcdf9bcd2b9cdf00e98cb8c29b2455d194763cf99e", size = 60391106, upload-time = "2026-02-05T10:30:14.236Z" },
-]
-
 [[package]]
 name = "openenv-core"
 version = "0.1.0"
@@ -3086,13 +2806,13 @@ version = "1.16.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "coloredlogs", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "sympy", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", extra = ["sentencepiece"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, extra = ["sentencepiece"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/d1/4b/92b2308f4e7a2f355699e62e1779456ad0bff5e66a96b75bb628ca9e032a/optimum-1.16.2.tar.gz", hash = "sha256:0ac278c94b94888ea3b68f6a426c836900621d29db1d176587a584fd43600ba9", size = 309154, upload-time = "2024-01-19T15:46:53.144Z" }
 wheels = [
@@ -3117,16 +2837,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b3/6d/37c2589ba864e582ffe7611643314785c6afb1f83c701654ef05daa8fcc7/orjson-3.11.8-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25", size = 136485, upload-time = "2026-03-31T16:15:29.749Z" },
 ]
 
-[[package]]
-name = "outlines-core"
-version = "0.2.11"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1a/d3/e04e9145f8f806723dec9b9e5227ad695a3efcd3ced7794cf7c22b15df5e/outlines_core-0.2.11.tar.gz", hash = "sha256:dfce56f717ff5083e54cbcfdb66cad243365437fccbb5509adaa7e31e030f1d8", size = 197263, upload-time = "2025-05-19T10:12:51.719Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/92/c7/a65d1fddf49830ebc41422294eacde35286d9f68994a8aa905cb14f5aade/outlines_core-0.2.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86df9740368866295077346440d911df4972da2b3f1f54b8125e6f329e8a8891", size = 2287677, upload-time = "2025-05-19T10:12:24.24Z" },
-    { url = "https://files.pythonhosted.org/packages/23/79/8795aed8be9b77dd69d78e7cfbfcf28c179e6b08da6e56bbbf48a09fe55f/outlines_core-0.2.11-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:96ce4dd78f106799be4a0a5795cefd1352806162973756a4b6fce4bb6eddd7e4", size = 2113000, upload-time = "2025-05-19T10:12:25.446Z" },
-]
-
 [[package]]
 name = "packaging"
 version = "26.0"
@@ -3176,15 +2886,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl", hash = "sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff", size = 106894, upload-time = "2026-02-09T15:45:21.391Z" },
 ]
 
-[[package]]
-name = "partial-json-parser"
-version = "0.2.1.1.post7"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6a/6d/eed37d7ebc1e0bcd27b831c0cf1fe94881934316187c4b30d23f29ea0bd4/partial_json_parser-0.2.1.1.post7.tar.gz", hash = "sha256:86590e1ba6bcb6739a2dfc17d2323f028cb5884f4c6ce23db376999132c9a922", size = 10296, upload-time = "2025-11-17T07:27:41.202Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/32/658973117bf0fd82a24abbfb94fe73a5e86216e49342985e10acce54775a/partial_json_parser-0.2.1.1.post7-py3-none-any.whl", hash = "sha256:145119e5eabcf80cbb13844a6b50a85c68bf99d376f8ed771e2a3c3b03e653ae", size = 10877, upload-time = "2025-11-17T07:27:40.457Z" },
-]
-
 [[package]]
 name = "pathspec"
 version = "1.0.4"
@@ -3205,24 +2906,23 @@ wheels = [
 
 [[package]]
 name = "peft"
-version = "0.18.1"
+version = "0.19.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "accelerate" },
-    { name = "huggingface-hub" },
+    { name = "accelerate", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-    { name = "packaging" },
-    { name = "psutil" },
-    { name = "pyyaml" },
-    { name = "safetensors" },
-    { name = "torch" },
-    { name = "tqdm" },
-    { name = "transformers" },
+    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "psutil", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "safetensors", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d8/48/147b3ea999560b40a34fd78724c7777aa9d18409c2250bdcaf9c4f2db7fc/peft-0.18.1.tar.gz", hash = "sha256:2dd0d6bfce936d1850e48aaddbd250941c5c02fc8ef3237cd8fd5aac35e0bae2", size = 635030, upload-time = "2026-01-09T13:08:01.136Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/86/cf/037f1e3d5186496c05513a6754639e2dab3038a05f384284d49a9bd06a2d/peft-0.19.1.tar.gz", hash = "sha256:0d97542fe96dcdaa20d3b81c06f26f988618f416a73544ab23c3618ccb674a40", size = 763738, upload-time = "2026-04-16T15:46:45.105Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b3/14/b4e3f574acf349ae6f61f9c000a77f97a3b315b4bb6ad03791e79ae4a568/peft-0.18.1-py3-none-any.whl", hash = "sha256:0bf06847a3551e3019fc58c440cffc9a6b73e6e2962c95b52e224f77bbdb50f1", size = 556960, upload-time = "2026-01-09T13:07:55.865Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/b6/f54d676ed93cc2dd2234c3b172ea9c8c3d7d29361e66b1b23dec57a67465/peft-0.19.1-py3-none-any.whl", hash = "sha256:2113f72a81621b5913ef28f9022204c742df111890c5f49d812716a4a301e356", size = 680692, upload-time = "2026-04-16T15:46:42.886Z" },
 ]
 
 [[package]]
@@ -3338,19 +3038,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/74/c3/24a2f845e3917201628ecaba4f18bab4d18a337834c1df2a159ee9d22a42/prometheus_client-0.24.1-py3-none-any.whl", hash = "sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055", size = 64057, upload-time = "2026-01-14T15:26:24.42Z" },
 ]
 
-[[package]]
-name = "prometheus-fastapi-instrumentator"
-version = "7.1.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "prometheus-client", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "starlette", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/69/6d/24d53033cf93826aa7857699a4450c1c67e5b9c710e925b1ed2b320c04df/prometheus_fastapi_instrumentator-7.1.0.tar.gz", hash = "sha256:be7cd61eeea4e5912aeccb4261c6631b3f227d8924542d79eaf5af3f439cbe5e", size = 20220, upload-time = "2025-03-19T19:35:05.351Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/27/72/0824c18f3bc75810f55dacc2dd933f6ec829771180245ae3cc976195dec0/prometheus_fastapi_instrumentator-7.1.0-py3-none-any.whl", hash = "sha256:978130f3c0bb7b8ebcc90d35516a6fe13e02d2eb358c8f83887cdef7020c31e9", size = 19296, upload-time = "2025-03-19T19:35:04.323Z" },
-]
-
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.52"
@@ -3448,15 +3135,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842, upload-time = "2024-07-21T12:58:20.04Z" },
 ]
 
-[[package]]
-name = "py-cpuinfo"
-version = "9.0.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/37/a8/d832f7293ebb21690860d2e01d8115e5ff6f2ae8bbdc953f0eb0fa4bd2c7/py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690", size = 104716, upload-time = "2022-10-25T20:38:06.303Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5", size = 22335, upload-time = "2022-10-25T20:38:27.636Z" },
-]
-
 [[package]]
 name = "pyarrow"
 version = "23.0.0"
@@ -3493,39 +3171,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/47/8d/d529b5d697919ba8c11ad626e835d4039be708a35b0d22de83a269a6682c/pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a", size = 181259, upload-time = "2025-03-28T02:41:19.028Z" },
 ]
 
-[[package]]
-name = "pybase64"
-version = "1.4.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/aa/b8/4ed5c7ad5ec15b08d35cc79ace6145d5c1ae426e46435f4987379439dfea/pybase64-1.4.3.tar.gz", hash = "sha256:c2ed274c9e0ba9c8f9c4083cfe265e66dd679126cd9c2027965d807352f3f053", size = 137272, upload-time = "2025-12-06T13:27:04.013Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/43/1b/9a8cab0042b464e9a876d5c65fe5127445a2436da36fda64899b119b1a1b/pybase64-1.4.3-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:f0b3f200c3e06316f6bebabd458b4e4bcd4c2ca26af7c0c766614d91968dee27", size = 68210, upload-time = "2025-12-06T13:23:18.813Z" },
-    { url = "https://files.pythonhosted.org/packages/62/f7/965b79ff391ad208b50e412b5d3205ccce372a2d27b7218ae86d5295b105/pybase64-1.4.3-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:bb632edfd132b3eaf90c39c89aa314beec4e946e210099b57d40311f704e11d4", size = 71599, upload-time = "2025-12-06T13:23:20.195Z" },
-    { url = "https://files.pythonhosted.org/packages/03/4b/a3b5175130b3810bbb8ccfa1edaadbd3afddb9992d877c8a1e2f274b476e/pybase64-1.4.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:356ef1d74648ce997f5a777cf8f1aefecc1c0b4fe6201e0ef3ec8a08170e1b54", size = 59922, upload-time = "2025-12-06T13:23:21.487Z" },
-    { url = "https://files.pythonhosted.org/packages/da/5d/c38d1572027fc601b62d7a407721688b04b4d065d60ca489912d6893e6cf/pybase64-1.4.3-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:c48361f90db32bacaa5518419d4eb9066ba558013aaf0c7781620279ecddaeb9", size = 56712, upload-time = "2025-12-06T13:23:22.77Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/d4/4e04472fef485caa8f561d904d4d69210a8f8fc1608ea15ebd9012b92655/pybase64-1.4.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:702bcaa16ae02139d881aeaef5b1c8ffb4a3fae062fe601d1e3835e10310a517", size = 59300, upload-time = "2025-12-06T13:23:24.543Z" },
-    { url = "https://files.pythonhosted.org/packages/86/e7/16e29721b86734b881d09b7e23dfd7c8408ad01a4f4c7525f3b1088e25ec/pybase64-1.4.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:53d0ffe1847b16b647c6413d34d1de08942b7724273dd57e67dcbdb10c574045", size = 60278, upload-time = "2025-12-06T13:23:25.608Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/02/18515f211d7c046be32070709a8efeeef8a0203de4fd7521e6b56404731b/pybase64-1.4.3-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:9a1792e8b830a92736dae58f0c386062eb038dfe8004fb03ba33b6083d89cd43", size = 54817, upload-time = "2025-12-06T13:23:26.633Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/be/14e29d8e1a481dbff151324c96dd7b5d2688194bb65dc8a00ca0e1ad1e86/pybase64-1.4.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1d468b1b1ac5ad84875a46eaa458663c3721e8be5f155ade356406848d3701f6", size = 58611, upload-time = "2025-12-06T13:23:27.684Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/8a/a2588dfe24e1bbd742a554553778ab0d65fdf3d1c9a06d10b77047d142aa/pybase64-1.4.3-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:e97b7bdbd62e71898cd542a6a9e320d9da754ff3ebd02cb802d69087ee94d468", size = 52404, upload-time = "2025-12-06T13:23:28.714Z" },
-    { url = "https://files.pythonhosted.org/packages/27/fc/afcda7445bebe0cbc38cafdd7813234cdd4fc5573ff067f1abf317bb0cec/pybase64-1.4.3-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b33aeaa780caaa08ffda87fc584d5eab61e3d3bbb5d86ead02161dc0c20d04bc", size = 68817, upload-time = "2025-12-06T13:23:30.079Z" },
-    { url = "https://files.pythonhosted.org/packages/d3/3a/87c3201e555ed71f73e961a787241a2438c2bbb2ca8809c29ddf938a3157/pybase64-1.4.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:1c0efcf78f11cf866bed49caa7b97552bc4855a892f9cc2372abcd3ed0056f0d", size = 57854, upload-time = "2025-12-06T13:23:31.17Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/7d/931c2539b31a7b375e7d595b88401eeb5bd6c5ce1059c9123f9b608aaa14/pybase64-1.4.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:66e3791f2ed725a46593f8bd2761ff37d01e2cdad065b1dceb89066f476e50c6", size = 54333, upload-time = "2025-12-06T13:23:32.422Z" },
-    { url = "https://files.pythonhosted.org/packages/de/5e/537601e02cc01f27e9d75f440f1a6095b8df44fc28b1eef2cd739aea8cec/pybase64-1.4.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:72bb0b6bddadab26e1b069bb78e83092711a111a80a0d6b9edcb08199ad7299b", size = 56492, upload-time = "2025-12-06T13:23:33.515Z" },
-    { url = "https://files.pythonhosted.org/packages/96/97/2a2e57acf8f5c9258d22aba52e71f8050e167b29ed2ee1113677c1b600c1/pybase64-1.4.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5b3365dbcbcdb0a294f0f50af0c0a16b27a232eddeeb0bceeefd844ef30d2a23", size = 70974, upload-time = "2025-12-06T13:23:36.27Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/8f/43c3bb11ca9bacf81cb0b7a71500bb65b2eda6d5fe07433c09b543de97f3/pybase64-1.4.3-graalpy312-graalpy250_312_native-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:5c29a582b0ea3936d02bd6fe9bf674ab6059e6e45ab71c78404ab2c913224414", size = 43461, upload-time = "2025-12-06T13:26:28.906Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/4c/2a5258329200be57497d3972b5308558c6de42e3749c6cc2aa1cbe34b25a/pybase64-1.4.3-graalpy312-graalpy250_312_native-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b6b664758c804fa919b4f1257aa8cf68e95db76fc331de5f70bfc3a34655afe1", size = 36058, upload-time = "2025-12-06T13:26:30.092Z" },
-]
-
-[[package]]
-name = "pycodestyle"
-version = "2.14.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/11/e0/abfd2a0d2efe47670df87f3e3a0e2edda42f055053c85361f19c0e2c1ca8/pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783", size = 39472, upload-time = "2025-06-20T18:49:48.75Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d7/27/a58ddaf8c588a3ef080db9d0b7e0b97215cee3a45df74f3a94dbbf5c893a/pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d", size = 31594, upload-time = "2025-06-20T18:49:47.491Z" },
-]
-
 [[package]]
 name = "pycountry"
 version = "26.2.16"
@@ -3559,11 +3204,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl", hash = "sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d", size = 463580, upload-time = "2025-11-26T15:11:44.605Z" },
 ]
 
-[package.optional-dependencies]
-email = [
-    { name = "email-validator", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
 [[package]]
 name = "pydantic-core"
 version = "2.41.5"
@@ -3611,20 +3251,6 @@ pycountry = [
     { name = "pycountry", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 
-[[package]]
-name = "pydantic-settings"
-version = "2.13.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "python-dotenv", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typing-inspection", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/52/6d/fffca34caecc4a3f97bda81b2098da5e8ab7efc9a66e819074a11955d87e/pydantic_settings-2.13.1.tar.gz", hash = "sha256:b4c11847b15237fb0171e1462bf540e294affb9b86db4d9aa5c01730bdbe4025", size = 223826, upload-time = "2026-02-19T13:45:08.055Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl", hash = "sha256:d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237", size = 58929, upload-time = "2026-02-19T13:45:06.034Z" },
-]
-
 [[package]]
 name = "pydoclint"
 version = "0.8.3"
@@ -3647,15 +3273,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a6/53/d78dc063216e62fc55f6b2eebb447f6a4b0a59f55c8406376f76bf959b08/pydub-0.25.1-py2.py3-none-any.whl", hash = "sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6", size = 32327, upload-time = "2021-03-10T02:09:53.503Z" },
 ]
 
-[[package]]
-name = "pyflakes"
-version = "3.4.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/45/dc/fd034dc20b4b264b3d015808458391acbf9df40b1e54750ef175d39180b1/pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58", size = 64669, upload-time = "2025-06-20T18:45:27.834Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/2f/81d580a0fb83baeb066698975cb14a618bdbed7720678566f1b046a95fe8/pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f", size = 63551, upload-time = "2025-06-20T18:45:26.937Z" },
-]
-
 [[package]]
 name = "pygments"
 version = "2.19.2"
@@ -3846,30 +3463,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/c2/c012beae5f76b72f007a9e91ee9401cb88c51d0f83c6257a03e785c81cc2/pyzmq-27.1.0-cp312-abi3-win_arm64.whl", hash = "sha256:75a2f36223f0d535a0c919e23615fc85a1e23b71f40c7eb43d7b1dedb4d8f15f", size = 552993, upload-time = "2025-09-08T23:08:18.926Z" },
 ]
 
-[[package]]
-name = "ray"
-version = "2.54.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "click", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "filelock", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "jsonschema", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "msgpack", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "protobuf", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "requests", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/51/6f/bf1b7a6d4424c19add99eb17398c7522473502193540b679f8b94fbf2d72/ray-2.54.1-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:cd452b61ae2e0daf9271f5a554614397429cc2731681bae10fe72316dadc2749", size = 71831684, upload-time = "2026-03-25T22:41:01.356Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/1f/b33d5006823f8c1c8760887cf1190194f4b06de858b3d17e37bd930a6a62/ray-2.54.1-cp312-cp312-manylinux2014_x86_64.whl", hash = "sha256:4c6f7e23dda62a32f94083141c3f97e9c4246e3ae4ae2bc488bcd8fd0311f54a", size = 72688748, upload-time = "2026-03-25T22:41:07.43Z" },
-]
-
-[package.optional-dependencies]
-cgraph = [
-    { name = "cupy-cuda12x", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
 [[package]]
 name = "referencing"
 version = "0.37.0"
@@ -3996,38 +3589,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl", hash = "sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d", size = 310458, upload-time = "2026-02-19T17:23:13.732Z" },
 ]
 
-[[package]]
-name = "rich-toolkit"
-version = "0.19.7"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "click", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "rich", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/42/ba/dae9e3096651042754da419a4042bc1c75e07d615f9b15066d738838e4df/rich_toolkit-0.19.7.tar.gz", hash = "sha256:133c0915872da91d4c25d85342d5ec1dfacc69b63448af1a08a0d4b4f23ef46e", size = 195877, upload-time = "2026-02-24T16:06:20.555Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/fb/3c/c923619f6d2f5fafcc96fec0aaf9550a46cd5b6481f06e0c6b66a2a4fed0/rich_toolkit-0.19.7-py3-none-any.whl", hash = "sha256:0288e9203728c47c5a4eb60fd2f0692d9df7455a65901ab6f898437a2ba5989d", size = 32963, upload-time = "2026-02-24T16:06:22.066Z" },
-]
-
-[[package]]
-name = "rignore"
-version = "0.7.6"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e5/f5/8bed2310abe4ae04b67a38374a4d311dd85220f5d8da56f47ae9361be0b0/rignore-0.7.6.tar.gz", hash = "sha256:00d3546cd793c30cb17921ce674d2c8f3a4b00501cb0e3dd0e82217dbeba2671", size = 57140, upload-time = "2025-11-05T21:41:21.968Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/4a/c8/dea564b36dedac8de21c18e1851789545bc52a0c22ece9843444d5608a6a/rignore-0.7.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bda49950d405aa8d0ebe26af807c4e662dd281d926530f03f29690a2e07d649a", size = 897821, upload-time = "2025-11-05T20:40:52.613Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/2b/ee96db17ac1835e024c5d0742eefb7e46de60020385ac883dd3d1cde2c1f/rignore-0.7.6-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b5fd5ab3840b8c16851d327ed06e9b8be6459702a53e5ab1fc4073b684b3789e", size = 873963, upload-time = "2025-11-05T20:41:07.49Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/8c/ad5a57bbb9d14d5c7e5960f712a8a0b902472ea3f4a2138cbf70d1777b75/rignore-0.7.6-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ced2a248352636a5c77504cb755dc02c2eef9a820a44d3f33061ce1bb8a7f2d2", size = 1169216, upload-time = "2025-11-05T20:41:23.73Z" },
-    { url = "https://files.pythonhosted.org/packages/80/e6/5b00bc2a6bc1701e6878fca798cf5d9125eb3113193e33078b6fc0d99123/rignore-0.7.6-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a04a3b73b75ddc12c9c9b21efcdaab33ca3832941d6f1d67bffd860941cd448a", size = 942942, upload-time = "2025-11-05T20:41:39.393Z" },
-    { url = "https://files.pythonhosted.org/packages/85/e5/7f99bd0cc9818a91d0e8b9acc65b792e35750e3bdccd15a7ee75e64efca4/rignore-0.7.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d24321efac92140b7ec910ac7c53ab0f0c86a41133d2bb4b0e6a7c94967f44dd", size = 959787, upload-time = "2025-11-05T20:42:09.765Z" },
-    { url = "https://files.pythonhosted.org/packages/55/54/2ffea79a7c1eabcede1926347ebc2a81bc6b81f447d05b52af9af14948b9/rignore-0.7.6-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:73c7aa109d41e593785c55fdaa89ad80b10330affa9f9d3e3a51fa695f739b20", size = 984245, upload-time = "2025-11-05T20:41:54.062Z" },
-    { url = "https://files.pythonhosted.org/packages/41/f7/e80f55dfe0f35787fa482aa18689b9c8251e045076c35477deb0007b3277/rignore-0.7.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1734dc49d1e9501b07852ef44421f84d9f378da9fbeda729e77db71f49cac28b", size = 1078647, upload-time = "2025-11-05T21:40:13.463Z" },
-    { url = "https://files.pythonhosted.org/packages/d4/cf/2c64f0b6725149f7c6e7e5a909d14354889b4beaadddaa5fff023ec71084/rignore-0.7.6-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:5719ea14ea2b652c0c0894be5dfde954e1853a80dea27dd2fbaa749618d837f5", size = 1139186, upload-time = "2025-11-05T21:40:31.27Z" },
-    { url = "https://files.pythonhosted.org/packages/75/95/a86c84909ccc24af0d094b50d54697951e576c252a4d9f21b47b52af9598/rignore-0.7.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:8e23424fc7ce35726854f639cb7968151a792c0c3d9d082f7f67e0c362cfecca", size = 1117604, upload-time = "2025-11-05T21:40:48.07Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/5e/13b249613fd5d18d58662490ab910a9f0be758981d1797789913adb4e918/rignore-0.7.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3efdcf1dd84d45f3e2bd2f93303d9be103888f56dfa7c3349b5bf4f0657ec696", size = 1127725, upload-time = "2025-11-05T21:41:05.804Z" },
-]
-
 [[package]]
 name = "rouge-score"
 version = "0.1.2"
@@ -4159,7 +3720,7 @@ name = "schedulefree"
 version = "1.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/bd/51/d78369c32b0f3818ee7f5a04e77ed02a6bd0ba8642462f780623af0010f5/schedulefree-1.4.1.tar.gz", hash = "sha256:69ef25601d1fc0d8dd00cb36f9af78833f88b7846f1bb6ddecc9f144f3e9f7cb", size = 29281, upload-time = "2025-03-24T17:32:37.996Z" }
@@ -4253,9 +3814,11 @@ dependencies = [
     { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
     { name = "scikit-learn" },
     { name = "scipy" },
-    { name = "torch" },
+    { name = "torch", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "tqdm" },
-    { name = "transformers" },
+    { name = "transformers", version = "5.5.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fe/26/448453925b6ce0c29d8b54327caa71ee4835511aef02070467402273079c/sentence_transformers-5.3.0.tar.gz", hash = "sha256:414a0a881f53a4df0e6cbace75f823bfcb6b94d674c42a384b498959b7c065e2", size = 403330, upload-time = "2026-03-12T14:53:40.778Z" }
@@ -4286,20 +3849,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c9/64/982e07b93219cb52e1cca5d272cb579e2f3eb001956c9e7a9a6d106c9473/sentry_sdk-2.57.0-py2.py3-none-any.whl", hash = "sha256:812c8bf5ff3d2f0e89c82f5ce80ab3a6423e102729c4706af7413fd1eb480585", size = 456489, upload-time = "2026-03-31T09:39:27.524Z" },
 ]
 
-[[package]]
-name = "setproctitle"
-version = "1.3.7"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8d/48/49393a96a2eef1ab418b17475fb92b8fcfad83d099e678751b05472e69de/setproctitle-1.3.7.tar.gz", hash = "sha256:bc2bc917691c1537d5b9bca1468437176809c7e11e5694ca79a9ca12345dcb9e", size = 27002, upload-time = "2025-09-05T12:51:25.278Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d0/99/71630546b9395b095f4082be41165d1078204d1696c2d9baade3de3202d0/setproctitle-1.3.7-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2906b6c7959cdb75f46159bf0acd8cc9906cf1361c9e1ded0d065fe8f9039629", size = 32932, upload-time = "2025-09-05T12:49:39.271Z" },
-    { url = "https://files.pythonhosted.org/packages/50/22/cee06af4ffcfb0e8aba047bd44f5262e644199ae7527ae2c1f672b86495c/setproctitle-1.3.7-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6915964a6dda07920a1159321dcd6d94fc7fc526f815ca08a8063aeca3c204f1", size = 33736, upload-time = "2025-09-05T12:49:40.565Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/00/a5949a8bb06ef5e7df214fc393bb2fb6aedf0479b17214e57750dfdd0f24/setproctitle-1.3.7-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cff72899861c765bd4021d1ff1c68d60edc129711a2fdba77f9cb69ef726a8b6", size = 35605, upload-time = "2025-09-05T12:49:42.362Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/3a/50caca532a9343828e3bf5778c7a84d6c737a249b1796d50dd680290594d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b7cb05bd446687ff816a3aaaf831047fc4c364feff7ada94a66024f1367b448c", size = 33143, upload-time = "2025-09-05T12:49:43.515Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/14/b843a251296ce55e2e17c017d6b9f11ce0d3d070e9265de4ecad948b913d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3a57b9a00de8cae7e2a1f7b9f0c2ac7b69372159e16a7708aa2f38f9e5cc987a", size = 34434, upload-time = "2025-09-05T12:49:45.31Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/b7/06145c238c0a6d2c4bc881f8be230bb9f36d2bf51aff7bddcb796d5eed67/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d8828b356114f6b308b04afe398ed93803d7fca4a955dd3abe84430e28d33739", size = 32795, upload-time = "2025-09-05T12:49:46.419Z" },
-]
-
 [[package]]
 name = "setuptools"
 version = "79.0.1"
@@ -4352,30 +3901,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c1/d4/59e74daffcb57a07668852eeeb6035af9f32cbfd7a1d2511f17d2fe6a738/smmap-5.0.3-py3-none-any.whl", hash = "sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f", size = 24390, upload-time = "2026-03-09T03:43:24.361Z" },
 ]
 
-[[package]]
-name = "sniffio"
-version = "1.3.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a2/87/a6771e1546d97e7e041b6ae58d80074f81b7d5121207425c964ddf5cfdbd/sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc", size = 20372, upload-time = "2024-02-25T23:20:04.057Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235, upload-time = "2024-02-25T23:20:01.196Z" },
-]
-
-[[package]]
-name = "soundfile"
-version = "0.13.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "cffi", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/e1/41/9b873a8c055582859b239be17902a85339bec6a30ad162f98c9b0288a2cc/soundfile-0.13.1.tar.gz", hash = "sha256:b2c68dab1e30297317080a5b43df57e302584c49e2942defdde0acccc53f0e5b", size = 46156, upload-time = "2025-01-25T09:17:04.831Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/64/28/e2a36573ccbcf3d57c00626a21fe51989380636e821b341d36ccca0c1c3a/soundfile-0.13.1-py2.py3-none-any.whl", hash = "sha256:a23c717560da2cf4c7b5ae1142514e0fd82d6bbd9dfc93a50423447142f2c445", size = 25751, upload-time = "2025-01-25T09:16:44.235Z" },
-    { url = "https://files.pythonhosted.org/packages/58/ae/c0e4a53d77cf6e9a04179535766b3321b0b9ced5f70522e4caf9329f0046/soundfile-0.13.1-py2.py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:9c9e855f5a4d06ce4213f31918653ab7de0c5a8d8107cd2427e44b42df547deb", size = 1235729, upload-time = "2025-01-25T09:16:53.018Z" },
-    { url = "https://files.pythonhosted.org/packages/57/5e/70bdd9579b35003a489fc850b5047beeda26328053ebadc1fb60f320f7db/soundfile-0.13.1-py2.py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:03267c4e493315294834a0870f31dbb3b28a95561b80b134f0bd3cf2d5f0e618", size = 1313646, upload-time = "2025-01-25T09:16:54.872Z" },
-]
-
 [[package]]
 name = "soupsieve"
 version = "2.8.3"
@@ -4385,19 +3910,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/46/2c/1462b1d0a634697ae9e55b3cecdcb64788e8b7d63f54d923fcd0bb140aed/soupsieve-2.8.3-py3-none-any.whl", hash = "sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95", size = 37016, upload-time = "2026-01-20T04:27:01.012Z" },
 ]
 
-[[package]]
-name = "soxr"
-version = "1.0.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/42/7e/f4b461944662ad75036df65277d6130f9411002bfb79e9df7dff40a31db9/soxr-1.0.0.tar.gz", hash = "sha256:e07ee6c1d659bc6957034f4800c60cb8b98de798823e34d2a2bba1caa85a4509", size = 171415, upload-time = "2025-09-07T13:22:21.317Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/b5/80/10640970998a1d2199bef6c4d92205f36968cddaf3e4d0e9fe35ddd405bd/soxr-1.0.0-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e8ce273cca101aff3d8c387db5a5a41001ba76ef1837883438d3c652507a9ccc", size = 204707, upload-time = "2025-09-07T13:22:05.125Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/87/2726603c13c2126cb8ded9e57381b7377f4f0df6ba4408e1af5ddbfdc3dd/soxr-1.0.0-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e8f2a69686f2856d37823bbb7b78c3d44904f311fe70ba49b893af11d6b6047b", size = 238032, upload-time = "2025-09-07T13:22:06.428Z" },
-]
-
 [[package]]
 name = "sqlitedict"
 version = "2.1.0"
@@ -4623,71 +4135,60 @@ wheels = [
 name = "torch"
 version = "2.8.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform == 'win32'",
+    "sys_platform == 'emscripten'",
+]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "nvidia-cublas-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cuda-cupti-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cuda-nvrtc-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cuda-runtime-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cudnn-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cufft-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cufile-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-curand-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cusolver-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cusparse-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-cusparselt-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-nccl-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "nvidia-nvtx-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "filelock", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "fsspec", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "jinja2", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "networkx", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
     { name = "setuptools", version = "80.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-    { name = "sympy" },
-    { name = "triton", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "typing-extensions" },
+    { name = "sympy", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "typing-extensions", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/49/0c/2fd4df0d83a495bb5e54dca4474c4ec5f9c62db185421563deeb5dabf609/torch-2.8.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:e2fab4153768d433f8ed9279c8133a114a034a61e77a3a104dcdf54388838705", size = 101906089, upload-time = "2025-08-06T14:53:52.631Z" },
-    { url = "https://files.pythonhosted.org/packages/99/a8/6acf48d48838fb8fe480597d98a0668c2beb02ee4755cc136de92a0a956f/torch-2.8.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:b2aca0939fb7e4d842561febbd4ffda67a8e958ff725c1c27e244e85e982173c", size = 887913624, upload-time = "2025-08-06T14:56:44.33Z" },
     { url = "https://files.pythonhosted.org/packages/af/8a/5c87f08e3abd825c7dfecef5a0f1d9aa5df5dd0e3fd1fa2f490a8e512402/torch-2.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:2f4ac52f0130275d7517b03a33d2493bab3693c83dcfadf4f81688ea82147d2e", size = 241326087, upload-time = "2025-08-06T14:53:46.503Z" },
-    { url = "https://files.pythonhosted.org/packages/be/66/5c9a321b325aaecb92d4d1855421e3a055abd77903b7dab6575ca07796db/torch-2.8.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:619c2869db3ada2c0105487ba21b5008defcc472d23f8b80ed91ac4a380283b0", size = 73630478, upload-time = "2025-08-06T14:53:57.144Z" },
 ]
 
 [[package]]
-name = "torchao"
-version = "0.17.0"
+name = "torch"
+version = "2.12.0"
 source = { registry = "https://pypi.org/simple" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/32/fe/a4036a8e80fa800c92dbcbf75f541cd4c106248b6b579db6dab1800f616a/torchao-0.17.0-cp310-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:87a418ce0ec064a821ceab83c921b501acef0ce9a6ccd1be358fcd16c3ae8c58", size = 3206172, upload-time = "2026-03-30T22:25:52.974Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/37/ef37ca885265e5f79a168616767dd416a3cea1cc3b28bb6b503ce4a5b652/torchao-0.17.0-py3-none-any.whl", hash = "sha256:02eba449036715b9ae784fbaa1a6f97994bb7b0421ce92d1d5d1c08e5bd6d349", size = 1200680, upload-time = "2026-03-30T22:25:54.457Z" },
+resolution-markers = [
+    "sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
-
-[[package]]
-name = "torchaudio"
-version = "2.8.0"
-source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "cuda-bindings", marker = "sys_platform == 'linux'" },
+    { name = "cuda-toolkit", extra = ["cudart", "cufft", "cufile", "cupti", "curand", "cusolver", "cusparse", "nvjitlink", "nvrtc", "nvtx"], marker = "sys_platform == 'linux'" },
+    { name = "filelock", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "fsspec", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "jinja2", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "networkx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cublas", marker = "sys_platform == 'linux'" },
+    { name = "nvidia-cudnn-cu13", marker = "sys_platform == 'linux'" },
+    { name = "nvidia-cusparselt-cu13", marker = "sys_platform == 'linux'" },
+    { name = "nvidia-nccl-cu13", marker = "sys_platform == 'linux'" },
+    { name = "nvidia-nvshmem-cu13", marker = "sys_platform == 'linux'" },
+    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "sympy", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "triton", marker = "sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/0d/24dad878784f1edd62862f27173781669f0c71eb46368636787d1e364188/torchaudio-2.8.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:862e2e40bf09d865e5df080a84c1a39bbcef40e43140f4b1737eb3a389d3b38f", size = 1692930, upload-time = "2025-08-06T14:58:41.312Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/a6/84d80f34472503e9eb82245d7df501c59602d75d7360e717fb9b84f91c5e/torchaudio-2.8.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:93a8583f280fe83ba021aa713319381ea71362cc87b67ee38e97a43cb2254aee", size = 4014607, upload-time = "2025-08-06T14:58:47.234Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/bb/285d643f254731294c9b595a007eac39db4600a98682d7bca688f42ca164/torch-2.12.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:b41339df93d491435e790ff8bcbae1c0ce777175889bfd1281d119862793e6a2", size = 88010197, upload-time = "2026-05-13T14:55:35.414Z" },
+    { url = "https://files.pythonhosted.org/packages/79/81/76debf1db1343bd929bbb5d74c89fb437c2ed88eb144712557e7bd3eea45/torch-2.12.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:8fbef9f108a863e7722a73740998967e3b074742a834fc5be3a535a2befa7057", size = 426376751, upload-time = "2026-05-13T14:55:03.353Z" },
+    { url = "https://files.pythonhosted.org/packages/de/f0/80026028b603c4650ff270fc3785bdef4bd6738765a9cc5a0f5a637d65a2/torch-2.12.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:4b4f64c2c2b11f7510d93dd6412b87025ff6eddd6bb61c3b5a3d892ea20c4756", size = 532261691, upload-time = "2026-05-13T14:52:54.453Z" },
 ]
 
 [[package]]
-name = "torchvision"
-version = "0.23.0"
+name = "torchao"
+version = "0.17.0"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pillow", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e2/00/2f6454decc0cd67158c7890364e446aad4b91797087a57a78e72e1a8f8bc/torchvision-0.23.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:6dd7c4d329a0e03157803031bc856220c6155ef08c26d4f5bbac938acecf0948", size = 2396614, upload-time = "2025-08-06T14:58:03.116Z" },
-    { url = "https://files.pythonhosted.org/packages/e4/b5/3e580dcbc16f39a324f3dd71b90edbf02a42548ad44d2b4893cc92b1194b/torchvision-0.23.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:4e7d31c43bc7cbecbb1a5652ac0106b436aa66e26437585fc2c4b2cf04d6014c", size = 8627108, upload-time = "2025-08-06T14:58:12.956Z" },
+    { url = "https://files.pythonhosted.org/packages/32/fe/a4036a8e80fa800c92dbcbf75f541cd4c106248b6b579db6dab1800f616a/torchao-0.17.0-cp310-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:87a418ce0ec064a821ceab83c921b501acef0ce9a6ccd1be358fcd16c3ae8c58", size = 3206172, upload-time = "2026-03-30T22:25:52.974Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/37/ef37ca885265e5f79a168616767dd416a3cea1cc3b28bb6b503ce4a5b652/torchao-0.17.0-py3-none-any.whl", hash = "sha256:02eba449036715b9ae784fbaa1a6f97994bb7b0421ce92d1d5d1c08e5bd6d349", size = 1200680, upload-time = "2026-03-30T22:25:54.457Z" },
 ]
 
 [[package]]
@@ -4752,23 +4253,49 @@ wheels = [
 name = "transformers"
 version = "5.5.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform == 'win32'",
+    "sys_platform == 'emscripten'",
+]
 dependencies = [
-    { name = "huggingface-hub" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "huggingface-hub", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
     { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
-    { name = "packaging" },
-    { name = "pyyaml" },
-    { name = "regex" },
-    { name = "safetensors" },
-    { name = "tokenizers" },
-    { name = "tqdm" },
-    { name = "typer" },
+    { name = "packaging", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "pyyaml", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "regex", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "safetensors", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "tokenizers", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "tqdm", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "typer", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ff/9d/fb46e729b461985f41a5740167688b924a4019141e5c164bea77548d3d9e/transformers-5.5.0.tar.gz", hash = "sha256:c8db656cf51c600cd8c75f06b20ef85c72e8b8ff9abc880c5d3e8bc70e0ddcbd", size = 8237745, upload-time = "2026-04-02T16:13:08.113Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/e7/28/35f7411ff80a3640c1f4fc907dcbb6a65061ebb82f66950e38bfc9f7f740/transformers-5.5.0-py3-none-any.whl", hash = "sha256:821a9ff0961abbb29eb1eb686d78df1c85929fdf213a3fe49dc6bd94f9efa944", size = 10245591, upload-time = "2026-04-02T16:13:03.462Z" },
 ]
 
+[[package]]
+name = "transformers"
+version = "5.10.2"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+dependencies = [
+    { name = "huggingface-hub", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "regex", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "safetensors", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "tokenizers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "typer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/8d/38/d5f978bd5091019e89aef29b9a831f5cd70f2598963a3ead8b9570cab592/transformers-5.10.2.tar.gz", hash = "sha256:f9a44b9c8ca9ab1156b467f574d832ea066284299c2fd0ed84641ccb592751fc", size = 8799687, upload-time = "2026-06-04T18:43:49.119Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/73/6f/e1564b0cc182afa05e219a8e09a8e770ffaab879b6b824b56c819bd221da/transformers-5.10.2-py3-none-any.whl", hash = "sha256:8a669db546f82c7c3618cb46ceb0f0afd89292bc70f319c058f8332ec63e268d", size = 11003830, upload-time = "2026-06-04T18:43:45.303Z" },
+]
+
 [package.optional-dependencies]
 sentencepiece = [
     { name = "protobuf", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
@@ -4777,28 +4304,27 @@ sentencepiece = [
 
 [[package]]
 name = "triton"
-version = "3.4.0"
+version = "3.7.0"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d0/66/b1eb52839f563623d185f0927eb3530ee4d5ffe9d377cdaf5346b306689e/triton-3.4.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:31c1d84a5c0ec2c0f8e8a072d7fd150cab84a9c239eaddc6706c081bfae4eb04", size = 155560068, upload-time = "2025-07-30T19:58:37.081Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/13/ec05adfcd87311d532ba61e3af143e8be59fcd26675884c4682841406a20/triton-3.7.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a4bf49b00a7a377a68a6da603a876e797614e6455a80e9021669c476a953ad9a", size = 188505104, upload-time = "2026-05-07T19:05:09.843Z" },
+    { url = "https://files.pythonhosted.org/packages/62/7b/468a576e35beef1426e0828e28e9ba9e65f5474d496f16ee126c15646324/triton-3.7.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8f111161d49bf903c0eaedde3962353a3d841c08a836839b7cc1025b8426efcf", size = 201457567, upload-time = "2026-05-07T18:46:13.505Z" },
 ]
 
 [[package]]
 name = "trl"
-version = "0.29.0"
+version = "1.5.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "accelerate", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "datasets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "jinja2", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/69/5c/6f6d35b509e9107c9dbb6cbeee9db306c23bfcf75aaaa347b451c8bb2ecc/trl-0.29.0.tar.gz", hash = "sha256:b1c9f756a3d73c5457b7025b0c7bb9792873a87a2f3841cccf4f9d4f0e9ab273", size = 451314, upload-time = "2026-02-25T21:56:55.513Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a4/72/115c84b05d0e9b3458bb485ff3aa170cdd923fd2136e7832e41850475a8c/trl-1.5.1.tar.gz", hash = "sha256:8d73ffd9329ac21ffc47919656da2b7faaa6406fbe3574896a1923f390a9197b", size = 622292, upload-time = "2026-05-27T15:26:20.223Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4b/7d/ffada7c1ac6628b2fa9962207543910813a6732820a556abc13907a77823/trl-0.29.0-py3-none-any.whl", hash = "sha256:7d49cb1526c55cc1d798d921d9d91bb84a35ad5c645d6277441ffb7a30a233aa", size = 528757, upload-time = "2026-02-25T21:56:54.022Z" },
+    { url = "https://files.pythonhosted.org/packages/46/9a/646429e405d49d0db2e612c418f8278d193158781a9daf3b86356244097f/trl-1.5.1-py3-none-any.whl", hash = "sha256:502a4c71f807fcb2de9768802faf5d1e9c16e52c483f51e80630b10da3451928", size = 761076, upload-time = "2026-05-27T15:26:18.22Z" },
 ]
 
 [[package]]
@@ -4914,28 +4440,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/23/a5bbd9600dd607411fa644c06ff4951bec3a4d82c4b852374024359c19c0/uvicorn-0.44.0-py3-none-any.whl", hash = "sha256:ce937c99a2cc70279556967274414c087888e8cec9f9c94644dfca11bd3ced89", size = 69425, upload-time = "2026-04-06T09:23:21.524Z" },
 ]
 
-[package.optional-dependencies]
-standard = [
-    { name = "httptools", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "python-dotenv", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "uvloop", marker = "platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "watchfiles", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "websockets", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-
-[[package]]
-name = "uvloop"
-version = "0.22.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/06/f0/18d39dbd1971d6d62c4629cc7fa67f74821b0dc1f5a77af43719de7936a7/uvloop-0.22.1.tar.gz", hash = "sha256:6c84bae345b9147082b17371e3dd5d42775bddce91f885499017f4607fdaf39f", size = 2443250, upload-time = "2025-10-16T22:17:19.342Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/24/68/a6ac446820273e71aa762fa21cdcc09861edd3536ff47c5cd3b7afb10eeb/uvloop-0.22.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:700e674a166ca5778255e0e1dc4e9d79ab2acc57b9171b79e65feba7184b3370", size = 4317413, upload-time = "2025-10-16T22:16:31.644Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/6f/e62b4dfc7ad6518e7eff2516f680d02a0f6eb62c0c212e152ca708a0085e/uvloop-0.22.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7b5b1ac819a3f946d3b2ee07f09149578ae76066d70b44df3fa990add49a82e4", size = 4426307, upload-time = "2025-10-16T22:16:32.917Z" },
-    { url = "https://files.pythonhosted.org/packages/90/60/97362554ac21e20e81bcef1150cb2a7e4ffdaf8ea1e5b2e8bf7a053caa18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e047cc068570bac9866237739607d1313b9253c3051ad84738cbb095be0537b2", size = 4131970, upload-time = "2025-10-16T22:16:34.015Z" },
-    { url = "https://files.pythonhosted.org/packages/99/39/6b3f7d234ba3964c428a6e40006340f53ba37993f46ed6e111c6e9141d18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:512fec6815e2dd45161054592441ef76c830eddaad55c8aa30952e6fe1ed07c0", size = 4296343, upload-time = "2025-10-16T22:16:35.149Z" },
-]
-
 [[package]]
 name = "virtualenv"
 version = "20.36.1"
@@ -4950,73 +4454,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6a/2a/dc2228b2888f51192c7dc766106cd475f1b768c10caaf9727659726f7391/virtualenv-20.36.1-py3-none-any.whl", hash = "sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f", size = 6008258, upload-time = "2026-01-09T18:20:59.425Z" },
 ]
 
-[[package]]
-name = "vllm"
-version = "0.11.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "aiohttp", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "blake3", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "cachetools", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "cbor2", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "cloudpickle", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "compressed-tensors", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "depyf", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "diskcache", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "einops", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "fastapi", extra = ["standard"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "filelock", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "gguf", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "lark", version = "1.2.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "llguidance", marker = "(platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'arm64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'x86_64' and sys_platform != 'emscripten' and sys_platform != 'win32')" },
-    { name = "lm-format-enforcer", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "mistral-common", extra = ["audio", "image"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "msgspec", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "ninja", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numba", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "openai", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "openai-harmony", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "opencv-python-headless", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "outlines-core", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "partial-json-parser", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pillow", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "prometheus-client", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "prometheus-fastapi-instrumentator", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "protobuf", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "psutil", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "py-cpuinfo", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pybase64", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "python-json-logger", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyyaml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pyzmq", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "ray", extra = ["cgraph"], marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "regex", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "requests", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "scipy", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "sentencepiece", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "setproctitle", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "six", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "tiktoken", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "tokenizers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torchaudio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torchvision", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "watchfiles", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "xformers", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "xgrammar", marker = "(platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'arm64' and sys_platform != 'emscripten' and sys_platform != 'win32') or (platform_machine == 'x86_64' and sys_platform != 'emscripten' and sys_platform != 'win32')" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/82/5a/36d2351206f4d8d871b10780f874d03957985e08298d430cc837723e07af/vllm-0.11.0.tar.gz", hash = "sha256:f435a64c24e9c4178d657a76f8edd8548ddc444012f7d06a9f79ac3a6392bfae", size = 10822208, upload-time = "2025-10-04T01:39:57.798Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/47/33/d19e0763c34392ec956534536fa837c060495bfff31ed83452135ea7608d/vllm-0.11.0-cp38-abi3-manylinux1_x86_64.whl", hash = "sha256:3861c75ff2b12e24f6d179ff5c084d791b42ded8675d76c8706697c79f68cd62", size = 438217982, upload-time = "2025-10-04T01:39:32.382Z" },
-    { url = "https://files.pythonhosted.org/packages/d7/bf/973444bb959fc7acbbeb3d226bd4d135dcd49b6af174b29aab1b50e2d710/vllm-0.11.0-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:52369c9ee949944354bdc7afc88ded2d1ed02b098bf90db06cf80098a19787b7", size = 401003969, upload-time = "2025-10-04T01:39:50.251Z" },
-]
-
 [[package]]
 name = "voice"
 version = "0.1.0"
@@ -5025,27 +4462,26 @@ dependencies = [
     { name = "accelerate" },
     { name = "axolotl", marker = "sys_platform == 'linux'" },
     { name = "bitsandbytes", marker = "sys_platform == 'linux'" },
-    { name = "datasets" },
+    { name = "click" },
+    { name = "datasets", version = "4.5.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "datasets", version = "4.8.5", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "dotenv" },
     { name = "huggingface-hub" },
     { name = "matplotlib" },
     { name = "pandas" },
-    { name = "peft" },
     { name = "pyyaml" },
     { name = "scipy" },
     { name = "seaborn" },
     { name = "sentence-transformers" },
-    { name = "transformers" },
+    { name = "transformers", version = "5.5.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
+    { name = "transformers", version = "5.10.2", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
     { name = "typer" },
-    { name = "vllm", marker = "sys_platform == 'linux'" },
     { name = "wandb" },
 ]
 
 [package.dev-dependencies]
 dev = [
     { name = "detect-secrets" },
-    { name = "flake8" },
-    { name = "flake8-cognitive-complexity" },
     { name = "isort" },
     { name = "mypy" },
     { name = "notebook" },
@@ -5059,29 +4495,26 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "accelerate" },
-    { name = "axolotl", marker = "sys_platform == 'linux'", git = "https://github.com/axolotl-ai-cloud/axolotl.git?rev=v0.16.1" },
+    { name = "axolotl", marker = "sys_platform == 'linux'", git = "https://github.com/axolotl-ai-cloud/axolotl.git?branch=main" },
     { name = "bitsandbytes", marker = "sys_platform == 'linux'", specifier = ">=0.49.1" },
+    { name = "click", specifier = ">=8.0.0" },
     { name = "datasets", specifier = ">=4.5.0" },
     { name = "dotenv", specifier = ">=0.9.9" },
     { name = "huggingface-hub", specifier = ">=1.4.1" },
     { name = "matplotlib", specifier = ">=3.10.8" },
     { name = "pandas" },
-    { name = "peft" },
     { name = "pyyaml", specifier = ">=6.0.3" },
     { name = "scipy", specifier = ">=1.17.0" },
     { name = "seaborn", specifier = ">=0.13.2" },
     { name = "sentence-transformers", specifier = ">=5.3.0" },
     { name = "transformers" },
     { name = "typer", specifier = ">=0.9.0" },
-    { name = "vllm", marker = "sys_platform == 'linux'", specifier = ">=0.11.0" },
     { name = "wandb", specifier = ">=0.25.1" },
 ]
 
 [package.metadata.requires-dev]
 dev = [
     { name = "detect-secrets", specifier = ">=1.5.0" },
-    { name = "flake8", specifier = ">=7.3.0" },
-    { name = "flake8-cognitive-complexity", specifier = ">=0.1.0" },
     { name = "isort", specifier = ">=7.0.0" },
     { name = "mypy", specifier = ">=1.19.1" },
     { name = "notebook", specifier = ">=7.5.3" },
@@ -5176,19 +4609,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/34/db/b10e48aa8fff7407e67470363eac595018441cf32d5e1001567a7aeba5d2/websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef", size = 82616, upload-time = "2025-10-07T21:16:34.951Z" },
 ]
 
-[[package]]
-name = "websockets"
-version = "16.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
-    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
-    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
-]
-
 [[package]]
 name = "werkzeug"
 version = "3.1.8"
@@ -5222,34 +4642,15 @@ wheels = [
 
 [[package]]
 name = "xformers"
-version = "0.0.32.post1"
+version = "0.0.35"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/6f/33/3b9c4d3d5b2da453d27de891df4ad653ac5795324961aa3a5c15b0353fe6/xformers-0.0.32.post1.tar.gz", hash = "sha256:1de84a45c497c8d92326986508d81f4b0a8c6be4d3d62a29b8ad6048a6ab51e1", size = 12106196, upload-time = "2025-08-14T18:07:45.486Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/6b/df/6817346f1a77278315d5fe1fc9f239ba3282ba36e8ab3256babd448dde62/xformers-0.0.32.post1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5f245b5555188da112070d8fefb6b7ae1ae47422856521d66c837e9d2352fbe4", size = 117199943, upload-time = "2025-08-14T18:07:34.78Z" },
-]
-
-[[package]]
-name = "xgrammar"
-version = "0.1.25"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "ninja", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
-    { name = "triton", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
-    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f2/a9/dc3c63cf7f082d183711e46ef34d10d8a135c2319dc581905d79449f52ea/xgrammar-0.1.25.tar.gz", hash = "sha256:70ce16b27e8082f20808ed759b0733304316facc421656f0f30cfce514b5b77a", size = 2297187, upload-time = "2025-09-21T05:58:58.942Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/5a/6e27734bd793adc44d0b8d294e67cfacf4ec590572c1aef51d683fc7a791/xformers-0.0.35.tar.gz", hash = "sha256:f7fc183a58e4bf0e2ae339a18fb1b1d4a37854c0f2545b4f360fef001646ab76", size = 4258182, upload-time = "2026-02-20T20:33:05.417Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/99/9c/39bb38680be3b6d6aa11b8a46a69fb43e2537d6728710b299fa9fc231ff0/xgrammar-0.1.25-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c519518ebc65f75053123baaf23776a21bda58f64101a64c2fc4aa467c9cd480", size = 8519097, upload-time = "2025-09-21T05:58:40.831Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/c2/695797afa9922c30c45aa94e087ad33a9d87843f269461b622a65a39022a/xgrammar-0.1.25-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47fdbfc6007df47de2142613220292023e88e4a570546b39591f053e4d9ec33f", size = 8712184, upload-time = "2025-09-21T05:58:43.142Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/85/6d71f9b16f2ac647877e66ed4af723b3fbd477806ab8b8a89d39a362b85f/xformers-0.0.35-py39-none-manylinux_2_28_x86_64.whl", hash = "sha256:ccc73c7db9890224ab05f5fb60e2034f9e6c8672a10be0cf00e95cbbae3eda7c", size = 3264751, upload-time = "2026-02-20T20:33:02.444Z" },
 ]
 
 [[package]]