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3846 Commits

Author SHA1 Message Date
Cyrus Leung
f0a28bf661
[Misc] Unify tokenizer registration (#29767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-01 11:34:58 +00:00
daniel-salib
014ece97c7
[Frontend] Add tool filtering support to ToolServer (#29224) 
Signed-off-by: Daniel Salib <danielsalib@meta.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-12-01 08:03:57 +00:00
wang.yuqi
62de4f4257
[Frontend] Resettle pooling entrypoints (#29634) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-01 15:30:43 +08:00
Huamin Li
83805a6078
[CI] Skip paddleocr_vl for transformer 4.57.3 (#29758) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-12-01 04:38:06 +00:00
Omer Ullman Argov
39d28108f4
[Feat] Support non-gated activations in NVFP4 modelopt path (#29004) 2025-11-30 11:02:40 -05:00
Cyrus Leung
64bc09ba27
[Core] Enable inputs_embeds_size separate from hidden_size (#29741) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-30 17:31:12 +08:00
Cyrus Leung
2afcec4dec
[Misc] Update TokenizerLike interface and move get_cached_tokenizer (#29730) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-30 14:59:47 +08:00
Vensen
66b5840287
[Bugfix][sleepmode][fp8 kv cache]: Fix FP8 KV cache + sleep(level=2) gibberish output (#28783) 
Signed-off-by: vensen <vensenmu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-11-30 14:24:25 +08:00
Xin Yang
a491b0911b
[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-30 10:37:25 +08:00
Jee Jee Li
b9d0504a36
[Bugfix] Revert test_tokenization.py (#29729) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-29 16:35:15 +00:00
Jinzhen Lin
1656ad3704
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
 2025-11-29 07:19:33 -08:00
Cyrus Leung
fa59fe417f
[Chore] Move detokenizer_utils to vllm/tokenizers (#29727) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:17 -08:00
Cyrus Leung
fe3398fab2
[Chore] Enable passing tokenizer=None into MM processor (#29724) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:10 -08:00
Chukwuma Nwaugha
ad7f714d62
hfrunner.classify should return list[list[float]] not list[str] (#29671) 
Signed-off-by: Chukwuma Nwaugha <nwaughac@gmail.com>
 2025-11-29 13:57:00 +00:00
Cyrus Leung
34a984274e
[Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
Jee Jee Li
39e63dec7c
[LoRA] Cleanup LoRA unused code (#29611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 22:52:58 -08:00
Angela Yi
4b17ce6815
Add gpu memory wait before test_async_tp (#28893) 
Signed-off-by: angelayi <yiangela7@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-28 20:19:05 -08:00
Lucas Wilkinson
e23f665d83
[BugFix] Fix DBO failing with TypeError: 'NoneType' object is not iterable (#29698) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-28 20:19:01 -08:00
Tsukasa OI
762a4a6ca9
[Frontend] Perform offline path replacement to tokenizer (#29706) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-11-28 18:32:08 -08:00
Cyrus Leung
b2c50eda50
[Bugfix] Fix wrong mock attribute (#29704) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 10:30:41 +08:00
Andreas Karatzas
ea3370b428
[ROCm][Bugfix] Patch for the Multi-Modal Processor Test group (#29702) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-11-29 01:31:44 +00:00
Mert Unsal
c625d7b1c6
[Bugfix] Fix O(n²) multimodal string prompt processing (#29667) 
Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-28 16:10:39 -08:00
Huamin Li
3fd1fb0b60
Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-28 15:26:52 -08:00
Cyrus Leung
7675ba30de
[Misc] Remove redundant ClassRegistry (#29681) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-28 15:24:47 -08:00
Benjamin Chislett
1986de1375
[Perf] Optimize EAGLE prepare_inputs_padded with triton kernels (#28597) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-11-28 22:25:05 +00:00
Yanan Cao
3461e7efd8
[Frontend] Remap -O to -cc commandline flag (#29557) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-11-28 21:51:12 +00:00
Harry Mellor
fecae12cd7
Remove all_special_tokens_extended from tokenizer code (#29686) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-28 20:26:51 +00:00
Cyrus Leung
8d9338fae4
[Chore] Rename Processor to InputProcessor (#29682) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 09:35:41 -08:00
Isotr0py
f946a8d743
[Chore]: Reorganize model repo operating functions in transformers_utils (#29680) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-28 08:46:51 -08:00
Nick Hill
8e7a891602
[BugFix] Fix spec decoding max_tokens scheduling perf issue (#29542) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-28 20:52:23 +08:00
Cyrus Leung
33b06a6f24
[Misc] Remove redundant attention var constants (#29650) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 04:35:19 -08:00
Julien Denize
b2c1d294fa
[BUGFIX] MistralTokenizer._call__ adds an invalid EOS token (#29607) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 16:44:47 +08:00
wang.yuqi
f4b76056ee
Improve enable chunked_prefill & prefix_caching logic. (#26623) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-27 22:05:48 -08:00
EanWang211123
37b15e97e8
[Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-11-27 22:05:45 -08:00
maang-h
c7ba1f6bc7
[BugFix] Fix ValueError in NewRequestData repr methods (#29392) 
Signed-off-by: maang <maang_h@163.com>
 2025-11-28 13:42:30 +08:00
Xin Yang
745a3bae1a
[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-28 10:48:28 +08:00
Nicolò Lucchesi
e5a621b724
[CI] Add batched audios Whisper test (#29308) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-27 19:31:52 +00:00
Matthew Bonanni
fc1d8be3dc
[Attention] Update attention imports (#29540) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-27 11:19:09 -05:00
Ryan Rock
bab438ff3e
[CI/Build] Skip ray tests on ROCm (#29556) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2025-11-27 07:01:37 -08:00
Jee Jee Li
2f5f9acd55
[LoRA] Continue optimizing MoE LoRA weight loading (#29322) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-27 05:56:28 -08:00
Cyrus Leung
e6d4f3c254
[Bugfix] Fix pre-commit (#29601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 02:23:06 -08:00
Morrison Turnansky
0838b52e2e
[Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Micah Williamson
43c5792592
[ROCm][CI] Fix test_cpu_offloading for ROCm (#29548) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-11-27 07:54:44 +00:00
HDCharles
df01eda4dc
[Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) 
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
 2025-11-26 21:35:13 -05:00
Lucas Wilkinson
56539cddac
[Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) 2025-11-26 14:07:13 -05:00
Matthew Bonanni
430dd4d9eb
[Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Wentao Ye
0b0aa874e8
[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-26 09:38:52 -07:00
Huamin Li
70d5953f82
Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-26 22:27:26 +08:00
Yejing Lai
bb706d6048
Fix TeleChatForCausalLM not register issue (#29473) 
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
 2025-11-26 05:15:00 -08:00
Nick Hill
4e57c6587f
[Core] Support logprobs with spec decode + async scheduling (#29223) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-25 12:55:24 -08:00