ynankani 42928bc14d model : NvFP4 quantized LM head support (#23046) ...

* NvFP4 quantized LM head support

Signed-off-by: ynankani <ynankani@nvidia.com>

* Address review commnets

Signed-off-by: ynankani <ynankani@nvidia.com>

* Add assert for NvFp4 lm head and tied embeddings

Signed-off-by: ynankani <ynankani@nvidia.com>

* Address review commnets

Signed-off-by: ynankani <ynankani@nvidia.com>

* Create output_s tensor only when LM head NvFp4

Signed-off-by: ynankani <ynankani@nvidia.com>

---------

Signed-off-by: ynankani <ynankani@nvidia.com>

2026-05-16 11:09:27 +02:00

..

afmoe.cpp

model : NvFP4 quantized LM head support (#23046)

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apertus.cpp

model : NvFP4 quantized LM head support (#23046)

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arcee.cpp

model : NvFP4 quantized LM head support (#23046)

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arctic.cpp

model : NvFP4 quantized LM head support (#23046)

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arwkv7.cpp

model : NvFP4 quantized LM head support (#23046)

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baichuan.cpp

model : NvFP4 quantized LM head support (#23046)

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bailingmoe2.cpp

model : NvFP4 quantized LM head support (#23046)

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bailingmoe.cpp

model : NvFP4 quantized LM head support (#23046)

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bert.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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bitnet.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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bloom.cpp

model : NvFP4 quantized LM head support (#23046)

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chameleon.cpp

model : NvFP4 quantized LM head support (#23046)

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chatglm.cpp

model : NvFP4 quantized LM head support (#23046)

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codeshell.cpp

model : NvFP4 quantized LM head support (#23046)

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cogvlm.cpp

model : NvFP4 quantized LM head support (#23046)

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cohere2.cpp

model : NvFP4 quantized LM head support (#23046)

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command-r.cpp

model : NvFP4 quantized LM head support (#23046)

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dbrx.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

deci.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

deepseek2.cpp

model : fix model type check for granite/llama3 and deepseek2/glm4.7 lite (#22870)

2026-05-10 08:44:29 +02:00

deepseek2ocr.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

deepseek.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

delta-net-base.cpp

graph : remove redundant GDN state transposes (#20443)

2026-03-13 22:12:54 +02:00

dots1.cpp

model : NvFP4 quantized LM head support (#23046)

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dream.cpp

model : NvFP4 quantized LM head support (#23046)

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ernie4-5-moe.cpp

model : NvFP4 quantized LM head support (#23046)

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ernie4-5.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

eurobert.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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exaone4.cpp

model : NvFP4 quantized LM head support (#23046)

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exaone-moe.cpp

model : NvFP4 quantized LM head support (#23046)

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exaone.cpp

model : NvFP4 quantized LM head support (#23046)

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falcon-h1.cpp

model : NvFP4 quantized LM head support (#23046)

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falcon.cpp

model : NvFP4 quantized LM head support (#23046)

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gemma2.cpp

model : NvFP4 quantized LM head support (#23046)

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gemma3.cpp

model : NvFP4 quantized LM head support (#23046)

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gemma3n.cpp

model : NvFP4 quantized LM head support (#23046)

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gemma4.cpp

model : NvFP4 quantized LM head support (#23046)

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gemma-embedding.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

gemma.cpp

model : NvFP4 quantized LM head support (#23046)

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glm4-moe.cpp

model : NvFP4 quantized LM head support (#23046)

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glm4.cpp

model : NvFP4 quantized LM head support (#23046)

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glm-dsa.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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gpt2.cpp

model : NvFP4 quantized LM head support (#23046)

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gptneox.cpp

model : NvFP4 quantized LM head support (#23046)

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granite-hybrid.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

granite-moe.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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granite.cpp

model : NvFP4 quantized LM head support (#23046)

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grok.cpp

model : NvFP4 quantized LM head support (#23046)

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grovemoe.cpp

model : NvFP4 quantized LM head support (#23046)

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hunyuan-dense.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

hunyuan-moe.cpp

model : NvFP4 quantized LM head support (#23046)

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hunyuan-vl.cpp

model : NvFP4 quantized LM head support (#23046)

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internlm2.cpp

model : NvFP4 quantized LM head support (#23046)

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jais2.cpp

model : NvFP4 quantized LM head support (#23046)

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jais.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

jamba.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

jina-bert-v2.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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jina-bert-v3.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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kimi-linear.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

lfm2.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

lfm2moe.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

llada-moe.cpp

model : NvFP4 quantized LM head support (#23046)

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llada.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

llama4.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

llama-embed.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

llama.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

maincoder.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

mamba2.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

mamba-base.cpp

model : wire up Nemotron-H tensors for NVFP4 support (#20561)

2026-03-16 09:19:16 +01:00

mamba.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

mimo2.cpp

model : NvFP4 quantized LM head support (#23046)

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minicpm3.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

minicpm.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

minimax-m2.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

mistral3.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

mistral4.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

models.h

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

modern-bert.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

mpt.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

nemotron-h-moe.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

nemotron-h.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

nemotron.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

neo-bert.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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nomic-bert-moe.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

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nomic-bert.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

olmo2.cpp

model : NvFP4 quantized LM head support (#23046)

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olmo.cpp

model : NvFP4 quantized LM head support (#23046)

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olmoe.cpp

model : NvFP4 quantized LM head support (#23046)

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openai-moe.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

openelm.cpp

model : NvFP4 quantized LM head support (#23046)

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orion.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

paddleocr.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

pangu-embed.cpp

model : NvFP4 quantized LM head support (#23046)

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phi2.cpp

model : NvFP4 quantized LM head support (#23046)

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phi3.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

phimoe.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

plamo2.cpp

model : NvFP4 quantized LM head support (#23046)

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plamo3.cpp

model : NvFP4 quantized LM head support (#23046)

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plamo.cpp

model : NvFP4 quantized LM head support (#23046)

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plm.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen2.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen2moe.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen2vl.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen3.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen3moe.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

qwen3next.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen3vl.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen3vlmoe.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen35.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen35moe.cpp

model : NvFP4 quantized LM head support (#23046)

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qwen.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

refact.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

rnd1.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

rwkv6-base.cpp

models : deduplicate delta-net graphs for Qwen family (#19597)

2026-02-16 14:35:04 +02:00

rwkv6.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

rwkv6qwen2.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

rwkv7-base.cpp

models : deduplicate delta-net graphs for Qwen family (#19597)

2026-02-16 14:35:04 +02:00

rwkv7.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

seed-oss.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

smallthinker.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

smollm3.cpp

model : NvFP4 quantized LM head support (#23046)

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stablelm.cpp

model : NvFP4 quantized LM head support (#23046)

2026-05-16 11:09:27 +02:00

starcoder2.cpp

model : NvFP4 quantized LM head support (#23046)

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starcoder.cpp

model : NvFP4 quantized LM head support (#23046)

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step35.cpp

model : NvFP4 quantized LM head support (#23046)

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t5.cpp

model : NvFP4 quantized LM head support (#23046)

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t5encoder.cpp

model: move load_hparams and load_tensors to per-model definition (#22004)

2026-05-04 12:36:59 +02:00

wavtokenizer-dec.cpp

model : NvFP4 quantized LM head support (#23046)

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xverse.cpp

model : NvFP4 quantized LM head support (#23046)

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