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1. Commits on Oct 27, 2026

   • fix(mtmd): align audio ABI and queries with current vendor

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   • Update Submodule vendor/llama.cpp a469940..338fce6

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2. Commits on Oct 26, 2026

   • refactor(mtmd): centralize capability detection with legacy fallback

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   • Update Submodule vendor/llama.cpp 74bca39..a469940

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3. Commits on Oct 25, 2026

   • Bump version to 0.4.5

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   • Update Submodule vendor/llama.cpp 71255fe..74bca39

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4. Commits on Oct 24, 2026

   • feat(mtmd): add audio stream queries and Soprano TTS support

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   • Update Submodule vendor/llama.cpp f00c908..71255fe

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   • docs: document LiliCorr support and efficient test design

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   • feat(speculative): support `LiliCorr` and align draft token suppression

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5. Commits on Oct 23, 2026

   • fix(sampling): honor model suppression and preserve token masks

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   • feat(internals): expose model-specific suppressed token IDs

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   • Update Submodule vendor/llama.cpp 36cbf41..f00c908

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6. Commits on Oct 22, 2026

   • perf(mtmd): optimize media checkpoints and stabilize CI regressions

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   • refactor(mtmd): unify media cache bookkeeping and prompt normalization

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   • Update Submodule vendor/llama.cpp c7fc509..36cbf41

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   • Update Submodule vendor/llama.cpp 839a572..c7fc509

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7. Commits on Oct 20, 2026

   • Update Submodule vendor/llama.cpp 3bb63cb..839a572

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   • ci(test): pin Python 3.9 jobs to Ubuntu 24.04

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   • Update Submodule vendor/llama.cpp 797de63..3bb63cb

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8. Commits on Oct 18, 2026

   • test: validate MTP score hooks against matching native batches

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   • docs(wiki): align cache and speculative decoding guides with runtime

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   • test: consolidate regression coverage and simplify test documentation

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   • docs(benchmarks): document and measure cache reuse and MTP rollback

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   • perf(speculative): skip unused final target checkpoints

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   • fix(speculative): align MTP verification hooks and native rollback

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   • fix(state): preserve valid prefix reuse with checkpoints disabled

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   • fix(state): restore valid hybrid checkpoints without redundant copies

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   • fix(cache): unify prefix matching and reduce trie maintenance overhead

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   • Update Submodule vendor/llama.cpp 27c7a76..797de63

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9. Commits on Oct 16, 2026

   • Bump version to 0.4.3

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   • Update Submodule vendor/llama.cpp 620d222..27c7a76

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   • docs: add Qwen3-VL multimodal embedding usage guide

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   • docs: clarify multimodal embedding attention and position contracts

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   • feat(examples): add Qwen3-VL embedding CLI profile

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