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Commits on Mar 22, 2026

• fix(types): correct `llama_set_adapters_lora` LoRA adapter ctypes signature and use pointer for scales

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• refactor: remove legacy static LoRA initialization

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Commits on Mar 20, 2026

• chore: enhance hybrid cache logging and document M-RoPE token usage

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Commits on Mar 18, 2026

• Update Submodule vendor/llama.cpp d23355a..312cf03

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Commits on Mar 15, 2026

• feat(core): add verbose debug logging to longest_token_prefix fast paths

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• Bump version to 0.3.33

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Commits on Mar 14, 2026

• perf(mtmd): optimize media_id masking with bitwise AND

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• fix(mtmd): prevent multimodal image freeze by injecting deterministic media IDs

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Commits on Mar 13, 2026

• Update mtmd_cpp API 20260313

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• fix(Llama.generate): add explicit fallback context reset and expand `Llama.generate` docstrings

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Commits on Mar 12, 2026

• fix(sampling): prevent memory drift and hallucinations in logits view

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Commits on Mar 11, 2026

• feat(_ggml): extend ctypes bindings with more ggml constants, enums, and structs

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• Update llama.cpp API 20260312

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• fix(chat_handler): fix tools and function calling in MTMDChatHandler.

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Commits on Mar 10, 2026

• perf(cache): optimize LlamaDiskCache I/O and fix LRU behavior

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• Sync examples : fix empty items in json_schema_to_grammar.py (#19968)

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• perf(cache): upgrade `LlamaRAMCache` to O(1) eviction and set `LlamaTrieCache` as default

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Commits on Mar 9, 2026

• fix(core): disable swa_full for non-SWA models (sync llama.cpp upstream #20291)

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• Update llama.cpp API 20260310

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• fix(chat_format): fix namespace and variable shadowing of llama modules

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• fix(cache): fix namespace shadowing to prevent AttributeError

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Commits on Mar 8, 2026

• feat(MTMDChatHandler): support audio inputs and fix interleaved media ordering

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• Bump version to 0.3.32

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• fix(sampling): pass seed to sampling context and remove global mutation

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Commits on Mar 7, 2026

• perf(hybrid): optimize multimodal single-turn and fix KV clear bug

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• perf(hybrid): prevent expensive array slicing when cache is disabled

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• perf(hybrid): bypass N-1 evaluation split if max_checkpoints is 0

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• perf(hybrid): eliminate PCIe I/O latency for single-turn workflows

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Commits on Mar 6, 2026

• Bump version to 0.3.31

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Commits on Mar 5, 2026

• fix(mtmd): remove OS-level log suppression to expose critical C++ errors

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• fix(hybrid): implement N-1 checkpointing to support 1-token rollbacks

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Commits on Mar 4, 2026

• refactor(mtmd): introduce omni-modal media pipeline with experimental audio support

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Commits on Mar 2, 2026

• Bump version to milestone version 0.3.30.

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Commits on Mar 1, 2026

• update chat handler

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• Merge branch 'JamePeng:main' into main

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