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vLLM/vllm/model_executor/models
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sungsoo haClaude Opus 4.8Lucas WilkinsonMatthew Bonanni
 2396a61108 [Attention][MLA][DCP] Query replication for MLA decode (DeepSeek-V2/R1 + Kimi-K2.5) (#45964) 
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-20 23:51:27 +00:00
..
transformers
[Bugfix]Fix transformer backend failed: AttributeError: 'Parameter' object has no attribute 'weight_loader' (#48699)
2026-07-17 12:43:44 +01:00
__init__.py
…
adapters.py
[Bugfix][Pooling] Fix silent weight corruption with buffer-reusing iterators (#39650)
2026-04-13 19:37:27 +00:00
afmoe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
aimv2.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
apertus.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
arcee.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
arctic.py
[MoE] Remove inplace fused experts mechanism (#43727)
2026-05-27 20:00:19 -07:00
aria.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
audioflamingo3.py
[ROCm][CI] Gate incompatible HF references on Transformers v5 (#41532)
2026-06-16 20:34:11 +08:00
AXK1.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
bagel.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
bailing_moe_linear.py
[Feature] Support MTP speculative decoding for Bailing hybrid models (#44880)
2026-07-06 10:38:50 +08:00
bailing_moe_mtp.py
[Feature] Support MTP speculative decoding for Bailing hybrid models (#44880)
2026-07-06 10:38:50 +08:00
bailing_moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
bee.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
bert_with_rope.py
[MoE] Remove inplace fused experts mechanism (#43727)
2026-05-27 20:00:19 -07:00
bert.py
[Feat] Add Support for BertForMaskedLM to vLLM (#48463)
2026-07-13 20:56:25 +00:00
blip2.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
blip.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
bloom.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
chameleon.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
chatglm.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
cheers.py
[Model] Add support for Cheers multimodal model (#38788)
2026-04-02 21:01:40 +08:00
clip.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
cohere2_moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
cohere2_vision.py
fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
2026-06-18 20:12:28 +08:00
cohere_asr.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
cohere_eagle.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
colbert.py
Model/colbert autoweightsloader (#44999)
2026-06-09 23:58:50 -07:00
colmodernvbert.py
[Model] Update ColModernVBERT to support latest HF checkpoint (#39307)
2026-04-09 10:48:51 +08:00
colpali.py
[Model] Add ColPali late interaction model for multi-modal retrieval (#36818)
2026-03-13 02:18:57 +00:00
colqwen3_5.py
[Model] ColQwen3.5: fix retrieval correctness (bias + bidirectional) (#46108)
2026-06-22 17:25:54 +08:00
colqwen3.py
[Model] Consolidate score logic by introduce score_type (#36479)
2026-03-10 13:32:25 +00:00
commandr.py
Forward fix nightly errors from #44589 (#47151)
2026-06-30 14:02:34 +00:00
config.py
[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
2026-07-10 07:17:50 -07:00
conformer_encoder.py
[model] support FireRedLID (#39290)
2026-04-10 08:43:58 +00:00
cosmos3_edge.py
Add Cosmos3 Edge Reasoner model (#48291)
2026-07-14 08:14:50 +00:00
cosmos3.py
Cosmos3 FP8 ModelOpt/Diffusers remapping (#48952)
2026-07-20 11:31:48 -07:00
dbrx.py
[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
2026-06-08 10:42:58 -04:00
deepencoder2.py
[PluggableLayer][MM] Add PluggableLayer for CustomQwen2Decoder (#37293)
2026-03-20 06:24:07 +00:00
deepencoder.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
deepseek_eagle3.py
[Refactor] Remove deepseek dead code (#48780)
2026-07-17 14:57:13 +00:00
deepseek_eagle.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
deepseek_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
deepseek_ocr2.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
deepseek_ocr.py
[Model] Support Unlimited OCR (#46564)
2026-06-27 23:09:18 -07:00
deepseek_v2.py
[Attention][MLA][DCP] Query replication for MLA decode (DeepSeek-V2/R1 + Kimi-K2.5) (#45964)
2026-07-20 23:51:27 +00:00
deepseek_vl2.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
diffusion_gemma.py
[Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
2026-07-17 21:58:59 +01:00
dots_ocr.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
eagle2_5_vl.py
[2/3] Refactor InternVL-based processors (#37324)
2026-03-18 22:22:19 +08:00
ernie45_moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
ernie45_vl_moe.py
[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
2026-06-08 10:42:58 -04:00
ernie45_vl.py
[Model] Use mm_features for Ernie-4.5 VL M-RoPE (#39753)
2026-04-14 01:11:52 -07:00
ernie45.py
…
ernie_mtp.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
exaone4_5_mtp.py
Fix EXAONE-4.5 to align with Transformers update (#42246)
2026-05-11 10:25:31 +00:00
exaone4_5.py
[Bugfix] Fix missing sequence_lengths in EXAONE-4.5 vision encoder (#45073)
2026-06-10 15:44:34 +01:00
exaone4.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
exaone_moe_mtp.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
exaone_moe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
exaone.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
extract_hidden_states.py
[Spec Decode] Fix hidden-state extraction block size for hybrid verifiers (#46301)
2026-06-30 08:19:51 -07:00
fairseq2_llama.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
falcon_h1.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
falcon.py
[Misc] Cleanup more configs and processors (#37560)
2026-03-19 15:45:23 +00:00
fireredasr2.py
[Audio] Bundle get_generation_prompt() params into SpeechToTextParams (#36268)
2026-04-22 12:24:18 +08:00
fireredlid.py
[model] support FireRedLID (#39290)
2026-04-10 08:43:58 +00:00
flex_olmo.py
[MoE Refactor] Rename FusedMoE.make_expert_params_mapping to fused_moe_make_expert_params_mapping (#40671)
2026-04-23 11:22:34 -04:00
funasr.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
funaudiochat.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
gemma2.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
gemma3_mm.py
[CI] Fix various failures on main (#47197)
2026-07-01 10:35:34 +01:00
gemma3.py
Forward fix nightly errors from #44589 (#47151)
2026-06-30 14:02:34 +00:00
gemma3n_audio_utils.py
[Bugfix] Fix integer overflow in Gemma3n audio processing (#31657)
2026-01-10 17:52:53 +08:00
gemma3n_mm.py
Deprecate Transformers v4 support (#45161)
2026-06-11 11:04:01 +08:00
gemma3n.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
gemma4_dspark.py
[Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216)
2026-07-16 21:51:47 +00:00
gemma4_mm.py
[Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563)
2026-07-20 06:39:28 -07:00
gemma4_mtp.py
[Bugfix] [Gemma4] Fix Gemma4 MTP draft model layers ignoring quant_config (#47091)
2026-07-06 14:04:00 +01:00
gemma4_unified.py
Remove boilerplate missed by #46820 (#46956)
2026-06-29 08:11:17 +08:00
gemma4.py
[Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563)
2026-07-20 06:39:28 -07:00
gemma.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
glm4_1v.py
[Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729)
2026-07-18 01:44:45 +08:00
glm4_moe_lite_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm4_moe_lite.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm4_moe_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm4_moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm4.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm4v.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
glm_ocr_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
glm_ocr.py
[bug-fix] GLM OCR Patch Merger context_dim (#37962)
2026-03-26 05:11:21 -07:00
glm.py
…
glmasr_utils.py
[Refactor] Remove dead private func _fp8_perm and _extract_mask_for_item (#35068)
2026-02-23 05:05:20 -08:00
glmasr.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
gpt2.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
gpt_j.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
gpt_neox.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
gpt_oss.py
[Feature] Support sequence parallel without the need for DP, 1.9%~5.0% E2E Throughput Improvement (#47070)
2026-07-05 05:41:30 -07:00
granite4_vision.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
granite_speech_plus.py
Add model support for granite speech plus (#43519)
2026-06-04 14:47:48 +00:00
granite_speech.py
Add model support for granite speech plus (#43519)
2026-06-04 14:47:48 +00:00
granite.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
granitemoe.py
Remove KV cache scale boilerplate from model weight loading methods (#43167)
2026-06-05 05:19:04 -07:00
granitemoehybrid.py
Bump Transformers version to 5.13.0 (#47867)
2026-07-11 00:56:14 -07:00
granitemoeshared.py
[Bugfix] Fix GraniteMoeShared weight loading broken by #41184 (#47031)
2026-07-01 22:39:12 +08:00
gritlm.py
[Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139)
2026-03-29 18:12:50 +00:00
h2ovl.py
[Model] Remove Mono-InternVL (InternLM2VEForCausalLM) (#45129)
2026-06-12 10:41:09 +00:00
hrm_text.py
[Model] Add HrmTextForCausalLM (Hierarchical Reasoning Model — Text) (#43098)
2026-06-16 22:41:41 +08:00
hunyuan_v1.py
Fix Transformers backend FP8 MoE and remove some boilerplate (#46820)
2026-06-27 00:16:05 +01:00
hunyuan_vision.py
Bump Transformers version to 5.13.0 (#47867)
2026-07-11 00:56:14 -07:00
hy_v3_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
hy_v3.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
hyperclovax_vision_v2.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
hyperclovax_vision.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
hyperclovax.py
[ROCm][CI] fix test_common.py (#48676)
2026-07-15 06:42:06 +00:00
idefics2_vision_model.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
idefics3.py
remove force channels_last in Idefics3MultiModalProcessor (#48467)
2026-07-13 14:18:57 +00:00
interfaces_base.py
[Model] Deprecate the score task (this will not affect users). (#37537)
2026-03-20 08:07:56 +00:00
interfaces.py
[Bugfix] Fix Qwen3-ASR transcription streaming postprocessing (#42478)
2026-07-09 00:33:27 -07:00
intern_vit.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
internlm2.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
interns1_pro.py
Fix Transformers backend FP8 MoE and remove some boilerplate (#46820)
2026-06-27 00:16:05 +01:00
interns1_vit.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
interns1.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
interns2_preview.py
[Model] Support InternS2 Preview (#42705)
2026-05-14 21:30:26 -07:00
internvl.py
fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
2026-06-18 20:12:28 +08:00
iquest_loopcoder.py
Remove KV cache scale boilerplate from model weight loading methods (#43167)
2026-06-05 05:19:04 -07:00
isaac.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
jais2.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
jamba.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
jina_vl.py
[Chore] Update type annotation of input_ids in model forward (#33063)
2026-01-26 06:02:10 -08:00
jina.py
Forward fix nightly errors from #44589 (#47151)
2026-06-30 14:02:34 +00:00
kanana_v.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
keye_vl1_5.py
[Model] Use mm_features for Keye-VL and Keye-1.5-VL M-RoPE (#39869)
2026-04-16 02:16:06 -07:00
keye.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
kimi_audio.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
kimi_k25_vit.py
[Multimodal] Automatically fallback to ViT DP when TP is unavailable (#49046)
2026-07-18 14:41:04 -07:00
kimi_k25.py
[Multimodal] Automatically fallback to ViT DP when TP is unavailable (#49046)
2026-07-18 14:41:04 -07:00
kimi_linear.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
kimi_vl.py
[MM][Perf][CG] Support ViT full CUDA graph for Kimi-VL (#41992)
2026-06-17 12:14:01 +00:00
laguna_dflash.py
Add Laguna XS.2.1 DFlash drafter support (#46853)
2026-07-02 18:09:27 -07:00
laguna.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
lfm2_moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
lfm2_siglip2.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
lfm2_vl.py
[MM][Perf][CG] Support dual-path ViT full CUDA graph for DeepSeek-OCR (#43586)
2026-06-16 04:35:20 -07:00
lfm2.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
lightonocr.py
[Misc] Cleanup more configs and processors (#37560)
2026-03-19 15:45:23 +00:00
llama4_eagle.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
llama4.py
Fix Transformers backend FP8 MoE and remove some boilerplate (#46820)
2026-06-27 00:16:05 +01:00
llama_eagle3.py
[Bugfix][Spec Decode] Fix eagle3 first-layer qkv_proj prefix for quantized drafts (#48068)
2026-07-16 11:34:41 +08:00
llama_eagle.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
llama.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
llava_next_video.py
[Model] Enable LoRA support for tower and connector in LlavaNextVideo (#48594)
2026-07-14 20:09:38 +08:00
llava_next.py
[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
2026-05-19 10:35:54 -04:00
llava_onevision2.py
[Model] Add LLaVA-OneVision-2 (LlavaOnevision2ForConditionalGeneration) (#44785)
2026-07-02 16:41:49 +08:00
llava_onevision.py
[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
2026-05-19 10:35:54 -04:00
llava.py
Remove mantis (#46806)
2026-07-01 07:13:58 +00:00
longcat_flash_mtp.py
[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
2026-07-10 07:17:50 -07:00
longcat_flash_ngram.py
[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
2026-07-10 07:17:50 -07:00
longcat_flash.py
[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
2026-07-10 07:17:50 -07:00
mamba2.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
mamba.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
medusa.py
Add Medusa speculative decoding e2e test (#41396)
2026-06-30 18:02:22 +00:00
mellum.py
Fix Transformers backend FP8 MoE and remove some boilerplate (#46820)
2026-06-27 00:16:05 +01:00
midashenglm.py
Fix MiDashengLM TP>1 crash in audio encoder attention (#44408)
2026-06-09 09:29:14 -07:00
mimo_audio.py
[Model] Add MiMo-V2.5 support (#40967)
2026-04-27 13:26:51 +00:00
mimo_mtp.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
mimo_v2_mtp.py
[SpecDecoding] extend mtp support for mimo 2.5 (#41905)
2026-05-09 18:22:59 +00:00
mimo_v2_omni.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
mimo_v2.py
[Spec Decode] Support SWA + DFlash for MiMo (#46104)
2026-06-30 20:34:47 -07:00
mimo.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
minicpm3.py
[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
2026-01-27 10:02:51 -05:00
minicpm_eagle.py
[Bugfix][UT]Fix EagleMiniCPMForCausalLM meet TypeError (#48452)
2026-07-13 04:37:23 +00:00
minicpm.py
[MoE] Remove inplace fused experts mechanism (#43727)
2026-05-27 20:00:19 -07:00
minicpmo.py
[Bugfix] Fixes MiniCPM-O resampler device placement to avoid tensor device mismatch (#42332)
2026-06-17 08:35:27 +00:00
minicpmv4_6.py
[Revert][Bugfix] Restore MiniCPM-V 4.6 ViT QKV weight loader (#49193)
2026-07-20 18:17:46 +00:00
minicpmv.py
Bump Transformers version to 5.10.4 (#41359)
2026-07-07 05:13:28 -07:00
minimax_m2.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
mistral3.py
[Bugfix][Model] Fix Devstral Small 2 HF format weight loading (#39293)
2026-04-14 10:11:18 +00:00
mistral_eagle.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
mistral_large_3_eagle.py
[Model] Migrate MistralLarge3ForCausalLM to AutoWeightsLoader (#48153)
2026-07-10 12:27:58 +00:00
mistral_large_3.py
[Model] Migrate MistralLarge3ForCausalLM to AutoWeightsLoader (#48153)
2026-07-10 12:27:58 +00:00
mistral.py
Remove unused logic in models/mistral.py (#33095)
2026-01-26 09:01:52 -08:00
mixtral.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
mllama4.py
Remove boilerplate missed by #46820 (#46956)
2026-06-29 08:11:17 +08:00
mlp_speculator.py
[Refactor] Remove unused dead code (#38842)
2026-04-06 11:52:05 -04:00
modernbert.py
Correct model layer aliasing for Bert style models (#43896)
2026-07-09 19:46:22 -04:00
module_mapping.py
[Misc] Remove unused ModelKeys (#32608)
2026-01-19 17:34:59 +00:00
molmo2.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
molmo.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
moondream3.py
[Model] Add Moondream3 model support(only query and caption skills) (#32325)
2026-05-01 10:06:48 +08:00
moonvit.py
[Core] Ensure memory is pinned prior to async h2d copy (#45424)
2026-06-20 20:02:24 -07:00
moss_audio.py
[bugfix] fix MOSS-Audio deepstack_input_embeds initialization in PP (#47607)
2026-07-06 17:15:50 +08:00
moss_transcribe_diarize.py
[Model] Support MOSS-Transcribe-Diarize (#47729)
2026-07-08 04:05:45 -07:00
mpt.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
nano_nemotron_vl.py
Avoid silent weights corruption when loading Nemotron Nano VL with reusable-buffer loaders like runai distributed streaming (#42244)
2026-05-11 12:03:14 +00:00
nemotron_h_mtp.py
fix: ensure no double load of lm head in nemotron mtp (#47440)
2026-07-07 12:01:45 +00:00
nemotron_h.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
nemotron_nas.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
nemotron_parse.py
[Bugfix] Fix LM detection for Nemotron Parse (#42641)
2026-05-14 23:42:10 +08:00
nemotron_vl.py
fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
2026-06-18 20:12:28 +08:00
nemotron.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
nvlm_d.py
[Model] Remove Mono-InternVL (InternLM2VEForCausalLM) (#45129)
2026-06-12 10:41:09 +00:00
olmo3.py
Bump Transformers version to 5.13.0 (#47867)
2026-07-11 00:56:14 -07:00
olmo_hybrid.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
olmoe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
openai_privacy_filter.py
[Model] Add support for openai/privacy-filter (#41026)
2026-06-28 16:18:22 -07:00
opencua.py
[Refactor] Define MM data parser in processing info instead of processor itself (#33260)
2026-01-29 13:55:17 +08:00
openpangu_mtp.py
[MoE Refactor] Rename FusedMoE.make_expert_params_mapping to fused_moe_make_expert_params_mapping (#40671)
2026-04-23 11:22:34 -04:00
openpangu_vl.py
[Quant] Consolidate GPTQ: rename gptq_marlin.py to auto_gptq.py (#38288)
2026-05-15 08:25:52 +08:00
openpangu.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
openvla.py
[Model] Openvla support (#42654)
2026-05-19 08:17:42 -07:00
opt.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
orion.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
ouro.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
ovis2_5.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
ovis.py
[Model] Fix missing maybe_prefix (#42280)
2026-05-11 09:04:06 +00:00
paddleocr_vl.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
paligemma.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
parakeet.py
Bugfix: Parakeet: .conv.pointwise/depthwise_conv1/2.bias weigths can exist even if convolution_bias=False (#40007)
2026-04-16 23:22:05 +00:00
param2moe.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
phi3.py
…
phi3v.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
phi4mm_audio.py
[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
2026-05-19 10:35:54 -04:00
phi4mm_utils.py
[Bugfix][CI] fix typos (#34934)
2026-03-05 17:05:46 +00:00
phi4mm.py
[ROCm][CI] Fix ROCm multimodal Qwen2.5-VL activation compile and Phi4MM ragged image mask handling (#43647)
2026-05-26 19:53:34 -07:00
phi4siglip.py
[Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B (#38306)
2026-04-02 21:14:57 -07:00
phi.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
phimoe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
pixtral.py
[BUGFIX] Fix Pixtral consolidated format vision weight loading (#39916)
2026-04-19 22:25:03 -07:00
plamo2.py
[Misc] Replace mamba_type string literals with MambaAttentionBackendEnum (#41188)
2026-05-11 03:59:36 +00:00
plamo3.py
Fix Plamo 2/3 & LFM2 for Transformers v5 (#38090)
2026-03-25 12:29:49 +00:00
qianfan_ocr.py
[Model] support Qianfan-OCR model (#40136)
2026-05-05 10:51:25 +00:00
qwen2_5_omni_thinker.py
[Bugfix] Qwen3-VL/Qwen-Omni: honor max_pixels/min_pixels for video prompts (#49015)
2026-07-18 10:29:11 -07:00
qwen2_5_vl.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
qwen2_audio.py
[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
2026-05-19 10:35:54 -04:00
qwen2_moe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
qwen2_rm.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
qwen2_vl.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
qwen2.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
qwen3_5_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
qwen3_5.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
qwen3_asr_forced_aligner.py
[Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367)
2026-03-29 00:27:52 +00:00
qwen3_asr_realtime.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
qwen3_asr.py
[Rust Frontend] Integrate MM audio support (#48554)
2026-07-15 15:00:17 +08:00
qwen3_dflash.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
qwen3_dspark.py
[Spec Decode] DSpark speculators checkpoint support (#47093)
2026-07-01 17:32:27 -07:00
qwen3_eagle3.py
Added sliding window attention support for qwen-eagle3 architecture (#47568)
2026-07-13 20:20:44 +00:00
qwen3_moe.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
qwen3_next_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
qwen3_next.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
qwen3_omni_moe_thinker.py
[Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
2026-07-17 08:31:16 +00:00
qwen3_vl_moe.py
[BugFix] Initialize model_config for Qwen3-VL MoE (#44863)
2026-07-13 13:43:53 -07:00
qwen3_vl.py
[Bugfix] Qwen3-VL/Qwen-Omni: honor max_pixels/min_pixels for video prompts (#49015)
2026-07-18 10:29:11 -07:00
qwen3.py
Added sliding window attention support for qwen-eagle3 architecture (#47568)
2026-07-13 20:20:44 +00:00
radio.py
Fix Nano Nemotron VL regressions (#38655)
2026-04-03 15:22:06 +08:00
registry.py
[Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216)
2026-07-16 21:51:47 +00:00
rnj1.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
roberta.py
[Model] Add RobertaForTokenClassification / XLMRobertaForTokenClassification (#47991)
2026-07-15 14:30:33 +00:00
rvl.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
sarvam.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
seed_oss.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
siglip2navit.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
siglip.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00
skyworkr1v.py
fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
2026-06-18 20:12:28 +08:00
smolvlm.py
[Bugfix] Standardize getting number of image patches/tokens (#34358)
2026-02-12 20:47:01 -08:00
solar.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
stablelm.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
step1.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
step3_text.py
[Bugfix] Fix weight loading issues caused by #41184 (#45054)
2026-06-10 01:20:13 -04:00
step3_vl.py
[Bugfix][MM][CG] Enable dual-path ViT CUDA graph for Step3-VL (#46034)
2026-06-28 00:06:43 -07:00
step3p5_mtp.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
step3p5.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
step3p7.py
[Model]Support Step-3.7-Flash (#43859)
2026-05-28 17:01:48 -07:00
step_vl.py
[MM][CG] Enable encoder Cudagraph for Step3VL (#42224)
2026-05-17 20:19:13 -07:00
telechat2.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
teleflm.py
…
terratorch.py
[Misc] Reorganize inputs (#35182)
2026-03-25 10:22:54 -07:00
ultravox.py
Deprecate Transformers v4 support (#45161)
2026-06-11 11:04:01 +08:00
unlimited_ocr.py
Add Triton Backend for Unlimited-OCR R-SWA (#47102)
2026-07-03 00:11:50 -07:00
utils.py
Remove even more unnecessary load_weights methods (#48496)
2026-07-18 08:40:27 +00:00
vision.py
[Multimodal] Automatically fallback to ViT DP when TP is unavailable (#49046)
2026-07-18 14:41:04 -07:00
voxtral_realtime.py
[Bugfix][Voxtral Realtime] Fix token feedback timeout silent hang (#44461)
2026-07-05 05:42:36 -07:00
voxtral.py
Migrate Voxtral to mistral-common 1.11.5 audio API (#46705)
2026-06-26 11:06:31 -07:00
voyage.py
[Model] Use AutoWeightsLoader for Voyage (#42972)
2026-05-22 05:28:23 +00:00
whisper_causal.py
[Bugfix] Fix pooled Whisper encoder sliding-window kernel size (#47437)
2026-07-02 10:19:11 -07:00
whisper_utils.py
[Voxtral] Add new streaming arch (#32861)
2026-01-23 12:41:52 +01:00
whisper.py
Remove unnecessary load_weights methods (#44589)
2026-06-29 01:52:23 -07:00
zamba2.py
Remove more unnecessary load_weights methods (#47058)
2026-06-30 15:22:16 +01:00