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IxMxAMAR/README.md
IxMxAMAR: GPU kernels, ComfyUI nodes, local AI tooling, hypervisors

Hi, I'm IxMxAMAR

I like making generative models run faster, and run on hardware people actually own. That means hand-written attention kernels for AMD's RX 9070 XT, ComfyUI node packs, one-click RunPod images and tools for running LLMs locally. On the side I write hypervisors.

Python PyTorch ROCm / HIP C Rust TypeScript Docker ComfyUI

⚡ GPU and performance

Project What it is
SageAttention-RDNA4 SageAttention for the RX 9070 / 9070 XT, with hand-written HIP attention kernels for fp16 and bf16. Up to 2.3× faster than the existing gfx12 port, and a drop-in for ComfyUI. stars

🧩 ComfyUI nodes

Project What it is
ComfyUI-Kling-Direct Kling video, image and audio generation inside ComfyUI, with your own API key. stars
ComfyUI-NanoBanana2 The full Gemini API as nodes: text, vision, image, audio, music, video and embeddings. stars
ComfyUI-NanoBanana-FaceSwap Face and head replacement through Gemini image editing. stars
ComfyUI-ElevenLabs-Pro ElevenLabs in ComfyUI: text-to-speech, speech-to-speech, sound effects, music and voice cloning. stars
ComfyUI-API-Toolkit Kling, ElevenLabs and Gemini in one package: 68 nodes. stars
ComfyUI-Utility-MegaPack 156 utility operations in 7 nodes, with 11 visual themes. stars
ComfyUI-IxMxAMAR-Masterworks 12 ready-made workflows that combine the packs above. stars

☁️ Cloud and RunPod

Project What it is
ComfyUI-Ultimate A batteries-included ComfyUI image for RunPod: 29 curated node packs, SageAttention and FlashAttention, pinned dependencies, CI-gated builds. stars
ComfyUI-Ultimate-ST ComfyUI-Ultimate plus SillyTavern in one pod image. stars
runpod-wan22-serverless Serverless Wan 2.2 14B text-to-video and image-to-video endpoints, with a desktop client. stars
ComfyUI-Serverless-FaceSwap ComfyUI face-swap workflows served as a RunPod API. stars
rigma-runpod Rigma on a RunPod GPU pod: one port behind the proxy, a stock-image template that installs Rigma at boot, and a CI-built image. stars

🖥️ Local AI tooling

Project What it is
rigma Hardware-aware local LLM deployment: rigma up probes your GPU and RAM and serves the best-tuned model setup for that exact machine. Community-verified setups live in rigma-registry. stars
raggity Local-first search and Q&A over your notes, docs and PDFs: hybrid retrieval, reranking and verified citations, as a CLI or an API. stars
LoRA-Dataset-Forge Two photos in, a captioned, aspect-bucketed LoRA training set out, with a review step and one-click export. stars

🛠️ Systems

Project What it is
Aria A Type-1 hypervisor in C that boots through UEFI and virtualizes a running Windows in place, with a full nested VMX engine. stars
Visor A hypervisor experiment in Rust: UEFI loader plus Windows driver, VMCALL dispatch and EPT. stars
barevisor Experiments on top of tandasat's barevisor (Rust). stars
SimpleVisor A modified SimpleVisor, ionescu007's minimal Intel VT-x hypervisor (C). stars

📊 Stats

GitHub stats Top languages

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  1. ROCm/TheRock ROCm/TheRock Public

    The HIP Environment and ROCm Kit - A lightweight open source build system for HIP and ROCm

    Python 1.4k 341

  2. ComfyUI-NanoBanana2 ComfyUI-NanoBanana2 Public

    Full-parameter Google Gemini API node pack for ComfyUI — text, vision, image generation, audio, music, video, and embeddings using your own API key.

    Python 4 4