feat(mtmd): multimodal prefill through the kernel + batched fan-out coverage - #49

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lloyal-research wants to merge 54 commits into

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Commits on Aug 29, 2026

feat(mtmd): multimodal prefill — mmproj load, embedding rail, two-tier tests
lloyal-research
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e1fb5dc

Commits on Aug 30, 2026

refactor(mtmd): drive multimodal prefill through the kernel
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6e4d01a
fix(ci): account for the two mmproj boot logs in the stderr allowlist
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6363fdc
fix(mtmd): review fixes — leak guard, Uint8Array, duplicate handles
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6fde0ae
chore(liblloyal): bump to b9be568 (review fixes)
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3794f37
chore(liblloyal): bump to 12e5bb8 (second review round)
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8078b99
chore(liblloyal): bump to a58970e (README overhaul)
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02b4ff8
chore(liblloyal): bump to 1688358 (README corrections)
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b003499
chore(liblloyal): bump to 273e808 (decode_embd rollback)
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d75888b
chore(liblloyal): bump to d08d444 (contract tests + sanitizer CI)
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d5ff2f4
chore(liblloyal): bump to 7b28a62 (README positioning)
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3de4e8d
chore(liblloyal): bump to 1643c97 (merge semantics in README)
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9140c2d
chore(liblloyal): bump to abc2963 (Git table corrections)
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a164daa
chore(liblloyal): bump to e980952 (README math block)
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322b399
chore(liblloyal): bump to 1f90163 (DExperts citation)
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f24fe7b
chore(liblloyal): bump to a78ff45 (opening line)
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aadc01b
chore(liblloyal): bump to 8d45226 (README de-duplication)
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43fd13e
chore(liblloyal): bump to 6fc967b (recurrent rollback soundness)
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f533da3
chore(liblloyal): bump to f67b209 (prefill cost + rollback removal)
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cc36b52
chore(liblloyal): bump to 8859de9 (KV landmine docs)
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2be7647
docs(readme): revamp, carrying liblloyal's register — and fix five broken samples
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4b37b4f
docs(readme): the resolution order is a list, not a flowchart
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a10a524
docs(readme): stop the layer diagram clipping its labels
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517c11f
docs(readme): Abilities, not Apps — and retrieval is part of them
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0afffeb
docs(readme): document the backend pack, and why Blackwell needs it
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e7741f0
docs(readme): the backend pack is not only a GPU story
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59061ea
docs(readme): separate the two distribution channels explicitly
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4d57ee0
docs(readme): correct a re-export I invented, and attribute grants properly
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727532b
docs(readme): lead with code, not deployment
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bc6006b
docs(readme): draw the stack as the developer meets it
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97422ca
docs(readme): stay in this package's lane — it owns no agents
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0bc1226
docs(readme): stop restating the llama.cpp pin
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242955f
docs: say what this package is — the HDK's Node runtime
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7de12a5

Commits on Sep 1, 2026

Commits on Sep 3, 2026

Commits on Sep 4, 2026