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author	PikaPikachu <redacted>
	Thu, 16 Apr 2026 15:41:34 +0000 (23:41 +0800)
committer	GitHub <redacted>
	Thu, 16 Apr 2026 15:41:34 +0000 (17:41 +0200)
commit	9db77a020c97ac3b13b7c1bf4e0c5787001533e7
tree	ebaa168264f130d6bd31de3456253ed0391df589	tree
parent	f772f6e434cce0f92e62c662114b50408f89ee79	commit \| diff

model : refactor QKV into common build_qkv and create_tensor_qkv helpers (#21245)

* model : refactor QKV into common build_qkv and create_tensor_qkv helpers

* model : extend build_qkv to bert/mpt/dbrx/olmo/lfm2/nemotron-h/granite-hybrid/gemma3n-iswa/t5-dec and fix wqkv_s

88 files changed:

src/llama-graph.cpp		diff \| blob \| history
src/llama-graph.h		diff \| blob \| history
src/llama-model.cpp		diff \| blob \| history
src/models/afmoe.cpp		diff \| blob \| history
src/models/apertus.cpp		diff \| blob \| history
src/models/arcee.cpp		diff \| blob \| history
src/models/arctic.cpp		diff \| blob \| history
src/models/baichuan.cpp		diff \| blob \| history
src/models/bailingmoe.cpp		diff \| blob \| history
src/models/bailingmoe2.cpp		diff \| blob \| history
src/models/bert.cpp		diff \| blob \| history
src/models/bitnet.cpp		diff \| blob \| history
src/models/bloom.cpp		diff \| blob \| history
src/models/chameleon.cpp		diff \| blob \| history
src/models/chatglm.cpp		diff \| blob \| history
src/models/codeshell.cpp		diff \| blob \| history
src/models/cohere2-iswa.cpp		diff \| blob \| history
src/models/command-r.cpp		diff \| blob \| history
src/models/dbrx.cpp		diff \| blob \| history
src/models/deci.cpp		diff \| blob \| history
src/models/deepseek.cpp		diff \| blob \| history
src/models/dots1.cpp		diff \| blob \| history
src/models/dream.cpp		diff \| blob \| history
src/models/ernie4-5-moe.cpp		diff \| blob \| history
src/models/ernie4-5.cpp		diff \| blob \| history
src/models/eurobert.cpp		diff \| blob \| history
src/models/exaone-moe.cpp		diff \| blob \| history
src/models/exaone.cpp		diff \| blob \| history
src/models/exaone4.cpp		diff \| blob \| history
src/models/falcon-h1.cpp		diff \| blob \| history
src/models/falcon.cpp		diff \| blob \| history
src/models/gemma-embedding.cpp		diff \| blob \| history
src/models/gemma.cpp		diff \| blob \| history
src/models/gemma2-iswa.cpp		diff \| blob \| history
src/models/gemma3.cpp		diff \| blob \| history
src/models/gemma3n-iswa.cpp		diff \| blob \| history
src/models/glm4-moe.cpp		diff \| blob \| history
src/models/glm4.cpp		diff \| blob \| history
src/models/gpt2.cpp		diff \| blob \| history
src/models/gptneox.cpp		diff \| blob \| history
src/models/granite-hybrid.cpp		diff \| blob \| history
src/models/granite.cpp		diff \| blob \| history
src/models/grok.cpp		diff \| blob \| history
src/models/grovemoe.cpp		diff \| blob \| history
src/models/hunyuan-dense.cpp		diff \| blob \| history
src/models/hunyuan-moe.cpp		diff \| blob \| history
src/models/internlm2.cpp		diff \| blob \| history
src/models/jais.cpp		diff \| blob \| history
src/models/jais2.cpp		diff \| blob \| history
src/models/jamba.cpp		diff \| blob \| history
src/models/lfm2.cpp		diff \| blob \| history
src/models/llada-moe.cpp		diff \| blob \| history
src/models/llada.cpp		diff \| blob \| history
src/models/llama-iswa.cpp		diff \| blob \| history
src/models/llama.cpp		diff \| blob \| history
src/models/maincoder.cpp		diff \| blob \| history
src/models/mistral3.cpp		diff \| blob \| history
src/models/modern-bert.cpp		diff \| blob \| history
src/models/mpt.cpp		diff \| blob \| history
src/models/nemotron-h.cpp		diff \| blob \| history
src/models/nemotron.cpp		diff \| blob \| history
src/models/neo-bert.cpp		diff \| blob \| history
src/models/olmo.cpp		diff \| blob \| history
src/models/openai-moe-iswa.cpp		diff \| blob \| history
src/models/orion.cpp		diff \| blob \| history
src/models/paddleocr.cpp		diff \| blob \| history
src/models/pangu-embedded.cpp		diff \| blob \| history
src/models/phi2.cpp		diff \| blob \| history
src/models/phi3.cpp		diff \| blob \| history
src/models/plamo.cpp		diff \| blob \| history
src/models/qwen.cpp		diff \| blob \| history
src/models/qwen2.cpp		diff \| blob \| history
src/models/qwen2moe.cpp		diff \| blob \| history
src/models/qwen2vl.cpp		diff \| blob \| history
src/models/qwen3.cpp		diff \| blob \| history
src/models/qwen3moe.cpp		diff \| blob \| history
src/models/qwen3vl-moe.cpp		diff \| blob \| history
src/models/qwen3vl.cpp		diff \| blob \| history
src/models/refact.cpp		diff \| blob \| history
src/models/rnd1.cpp		diff \| blob \| history
src/models/seed-oss.cpp		diff \| blob \| history
src/models/smallthinker.cpp		diff \| blob \| history
src/models/smollm3.cpp		diff \| blob \| history
src/models/stablelm.cpp		diff \| blob \| history
src/models/starcoder.cpp		diff \| blob \| history
src/models/starcoder2.cpp		diff \| blob \| history
src/models/t5-dec.cpp		diff \| blob \| history
src/models/xverse.cpp		diff \| blob \| history

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