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vllm/vllm/model_executor/models
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Isotr0py 0ec8422171
[Bugfix] Fix incorrect channel order for idefics3 in edge case (#29881) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-02 16:03:52 +00:00
..
transformers
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
__init__.py
…
adapters.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
afmoe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
aimv2.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
apertus.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
arcee.py
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
2025-11-19 09:06:36 -08:00
arctic.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
aria.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
aya_vision.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
baichuan.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
bailing_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
bamba.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
bee.py
…
bert_with_rope.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
bert.py
Improve enable chunked_prefill & prefix_caching logic. (#26623)
2025-11-27 22:05:48 -08:00
blip2.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
blip.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
bloom.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
chameleon.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
chatglm.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
clip.py
[Core] Enable inputs_embeds_size separate from hidden_size (#29741)
2025-11-30 17:31:12 +08:00
cohere2_vision.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
commandr.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
config.py
[Hybrid Allocator] Support KV cache groups with different block_size (#29143)
2025-11-25 10:30:57 -05:00
dbrx.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
deepencoder.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
deepseek_eagle.py
[Misc] Remove redundant attention var constants (#29650)
2025-11-28 04:35:19 -08:00
deepseek_mtp.py
[Bugfix] Fix DeepSeek R1 MTP weight loading (#29545)
2025-12-02 15:52:18 +00:00
deepseek_ocr.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
deepseek_v2.py
Add Mistral Large 3 and Ministral 3 (#29757)
2025-12-02 10:29:00 +00:00
deepseek_vl2.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
dots1.py
[Bugfix] fix dots.llm1.inst (#29687)
2025-11-28 15:25:26 -08:00
dots_ocr.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
ernie45_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
ernie45_vl_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
ernie45_vl.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
ernie45.py
…
ernie_mtp.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
exaone4.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
exaone.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
fairseq2_llama.py
…
falcon_h1.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
falcon.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
flex_olmo.py
…
fuyu.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
gemma2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gemma3_mm.py
[Bugfix] Revert custom attention mask for gemma3-mm (#28995)
2025-11-20 13:23:22 +08:00
gemma3.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gemma3n_mm.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
gemma3n.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gemma.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
glm4_1v.py
[Chore] Enable passing tokenizer=None into MM processor (#29724)
2025-11-29 06:25:10 -08:00
glm4_moe_mtp.py
[BugFix] Fix glm4_moe_mtp load weights bug (#28805)
2025-11-17 17:13:11 +08:00
glm4_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
glm4.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
glm4v.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
glm.py
…
gpt2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gpt_bigcode.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gpt_j.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gpt_neox.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
gpt_oss.py
Fix parameter order in GPT-OSS weight loading function for non-MXFP4 weights (#29506)
2025-11-28 00:45:10 -08:00
granite_speech.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
granite.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
granitemoe.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
granitemoehybrid.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
granitemoeshared.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
gritlm.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
grok1.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
h2ovl.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
hunyuan_v1.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
hunyuan_vision.py
[Bugfix] Fix HunyuanVL XD-RoPE (#29593)
2025-11-27 12:36:24 +00:00
hyperclovax_vision.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
idefics2_vision_model.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
idefics3.py
[Bugfix] Fix incorrect channel order for idefics3 in edge case (#29881)
2025-12-02 16:03:52 +00:00
interfaces_base.py
Add missing return in _check_vllm_model_embed_input_ids (#29834)
2025-12-01 19:22:50 -08:00
interfaces.py
[Frontend] add 'verbose_json' and 'timestamp' feature on Whisper Transcription/Translation (#24209)
2025-12-01 18:19:17 +01:00
intern_vit.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
internlm2_ve.py
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
2025-11-19 09:06:36 -08:00
internlm2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
interns1_vit.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
interns1.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
internvl.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
jais.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
jamba.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
jina_vl.py
Fix some Transformers nightly tests (#29802)
2025-12-02 07:05:27 +00:00
keye_vl1_5.py
[Model] Pass mm_features directly into get_mrope_input_positions (#28399)
2025-11-11 21:14:48 +08:00
keye.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
kimi_linear.py
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
2025-11-19 09:06:36 -08:00
kimi_vl.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
lfm2_moe.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
lfm2.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
lightonocr.py
…
llama4_eagle.py
[Bugfix] Fix spec decode memory regression after #28549 (#28819)
2025-11-20 19:05:50 +08:00
llama4.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
llama_eagle3.py
[Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688)
2025-11-24 20:13:12 -05:00
llama_eagle.py
[Bugfix] Fix spec decode memory regression after #28549 (#28819)
2025-11-20 19:05:50 +08:00
llama.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
llava_next_video.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
llava_next.py
[Bugfix] Fix handling of image embeds in models (#29480)
2025-11-26 05:00:15 -08:00
llava_onevision.py
[Bugfix] Fix handling of image embeds in models (#29480)
2025-11-26 05:00:15 -08:00
llava.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
longcat_flash_mtp.py
…
longcat_flash.py
[Refactor] Optimize select_experts (#28069)
2025-11-19 18:53:15 -05:00
mamba2.py
[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587)
2025-11-18 16:49:36 -08:00
mamba.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
medusa.py
[LoRA][1/N]Remove LoRA extra vocab (#28382)
2025-11-11 11:06:21 -08:00
midashenglm.py
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
2025-11-18 18:56:04 +00:00
mimo_mtp.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
mimo.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
minicpm3.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
minicpm_eagle.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
minicpm.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
minicpmo.py
…
minicpmv.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
minimax_m2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
minimax_text_01.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
minimax_vl_01.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
mistral3.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
mistral_large_3_eagle.py
Add Mistral Large 3 and Ministral 3 (#29757)
2025-12-02 10:29:00 +00:00
mistral_large_3.py
Add Mistral Large 3 and Ministral 3 (#29757)
2025-12-02 10:29:00 +00:00
mixtral.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
mllama4.py
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
2025-11-19 09:06:36 -08:00
mlp_speculator.py
[LoRA][1/N]Remove LoRA extra vocab (#28382)
2025-11-11 11:06:21 -08:00
modernbert.py
Fix some Transformers nightly tests (#29802)
2025-12-02 07:05:27 +00:00
module_mapping.py
…
molmo.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
moonvit.py
[XPU]fix Kimi-VL-A3B-thinking on xpu (#29309)
2025-11-24 21:02:21 +00:00
mpt.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
nano_nemotron_vl.py
[Chore] Use tokenizer.encode and tokenizer.decode directly (#29851)
2025-12-02 12:30:40 +00:00
nemotron_h.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
nemotron_nas.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
nemotron_vl.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
nemotron.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
nvlm_d.py
…
olmo2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
olmo.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
olmoe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
opencua.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
openpangu_mtp.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
openpangu.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
opt.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
orion.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
ouro.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
ovis2_5.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
ovis.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
paddleocr_vl.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
paligemma.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
persimmon.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
phi3.py
…
phi3v.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
phi4_multimodal.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
phi4mm_audio.py
…
phi4mm_utils.py
…
phi4mm.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
phi.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
phimoe.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
pixtral.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
plamo2.py
[V0 deprecation] Remove more V0 references (#29088)
2025-11-21 11:56:59 +00:00
plamo3.py
[Bugfix] Fix Plamo3 rope handling (#29092)
2025-11-21 11:38:35 +08:00
qwen2_5_omni_thinker.py
[Chore] Use tokenizer.encode and tokenizer.decode directly (#29851)
2025-12-02 12:30:40 +00:00
qwen2_5_vl.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
qwen2_audio.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
qwen2_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
qwen2_rm.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
qwen2_vl.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
qwen2.py
Fix some Transformers nightly tests (#29802)
2025-12-02 07:05:27 +00:00
qwen3_moe.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
qwen3_next_mtp.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
qwen3_next.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
qwen3_omni_moe_thinker.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
qwen3_vl_moe.py
[LoRA] Continue optimizing MoE LoRA weight loading (#29322)
2025-11-27 05:56:28 -08:00
qwen3_vl.py
[Chore] Enable passing tokenizer=None into MM processor (#29724)
2025-11-29 06:25:10 -08:00
qwen3.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
qwen_vl.py
[Chore] Enable passing tokenizer=None into MM processor (#29724)
2025-11-29 06:25:10 -08:00
qwen.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
radio.py
…
registry.py
Add Mistral Large 3 and Ministral 3 (#29757)
2025-12-02 10:29:00 +00:00
roberta.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
rvl.py
…
seed_oss.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
siglip2navit.py
Remove upstream fa checks (#29471)
2025-11-28 05:52:42 -08:00
siglip.py
[Core] Enable inputs_embeds_size separate from hidden_size (#29741)
2025-11-30 17:31:12 +08:00
skyworkr1v.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
smolvlm.py
…
solar.py
[LoRA] Cleanup LoRA unused code (#29611)
2025-11-28 22:52:58 -08:00
stablelm.py
[Doc]: fixing typos in multiple files. (#29685)
2025-11-28 08:41:41 -08:00
starcoder2.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
step3_text.py
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
2025-11-26 10:53:15 -07:00
step3_vl.py
[Misc] Refactor tokenizer interface (#29693)
2025-11-29 04:02:21 -08:00
swin.py
…
tarsier.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
telechat2.py
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teleflm.py
[LoRA][2/2]Remove LoRA extra vocab (#28545)
2025-11-21 09:46:43 +08:00
terratorch.py
Rename clashing method names for vLLM model protocol (#27583)
2025-11-12 19:14:33 -08:00
ultravox.py
[Bugfix] Update Ultravox compatibility (#29588)
2025-11-27 01:36:18 -08:00
utils.py
[Deprecation] Advance deprecation status (#29617)
2025-11-27 19:04:58 +00:00
vision.py
[Model][MM] Extract conv layer as CustomOp (#28455)
2025-11-14 19:16:13 +08:00
voxtral.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
whisper.py
[Chore] Move tokenizer initialization methods (#29793)
2025-12-02 13:33:37 +08:00
zamba2.py
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
2025-11-19 09:06:36 -08:00