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236 Commits

Author SHA1 Message Date
Zebing Lin
82dfb12e52 [Core] Use sha256 bytes instead of BlockHash to reduce GC overhead (#23673) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-09-08 21:34:37 -07:00
zhiweiz
170129eb28 [gpt-oss] Harmony changes with container tool support (#23386) 
Signed-off-by: zhiweiz <zhiweiz@fb.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
Co-authored-by: zhiweiz <zhiweiz@fb.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2025-09-08 19:03:50 -07:00
Woosuk Kwon
4172235ab7 [V0 deprecation] Deprecate V0 Neuron backend (#21159) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-06 16:15:18 -07:00
Bangsheng Tang
848562bd49 break execute_model in gpu_model_runner into sub-functions for custom scopes (#24265) 
Co-authored-by: Bangsheng Tang <bangsheng@meta.com>
 2025-09-06 14:02:47 -07:00
Didier Durand
35bf193864 [Doc]: fix typos in Python comments (#24294) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-05 19:41:12 -07:00
Lucas Wilkinson
402759d472 [Attention] FlashAttn MLA (#14258) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-09-04 02:47:59 -07:00
Divakar Verma
04d1dd7f4a [ROCm][Aiter] Add triton fp8 bmm kernel for mla (#23264) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: ShaoChunLee <Shao-Chun.Lee@amd.com>
 2025-08-28 18:18:08 +00:00
Wentao Ye
321938e9ac [Feature] Add VLLM_DISABLE_PAD_FOR_CUDAGRAPH to Avoid Hang Issue (#23595) 
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>
 2025-08-27 21:52:24 +00:00
Wentao Ye
3af47c3cc6 [Feature] Add Hopper DeepGEMM E8M0 for DeepSeekV3.1 scale_fmt (#23666) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-08-27 14:09:08 +00:00
nvjullin
7ea22e42d5 [Misc] Add override for allreduce fusion thresholds (#23639) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
 2025-08-26 15:53:04 +00:00
Xin Yang
8a3cd90af5 [Kernel] Add fused grouped_topk kernel for MoE (#23274) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-25 11:47:52 -07:00
Ilya Markov
0313cf854d [PERF] PyTorch Symmetric Memory All-Reduce (#20759) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-22 15:39:08 -06:00
Shiyan Deng
da65bec309 add an env var for path to pre-downloaded flashinfer cubin files (#22675) 2025-08-22 19:25:45 +00:00
Pavani Majety
1d353b6352 [Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-08-21 16:02:11 -04:00
Ning Xie
3496274663 [Misc] Convert VLLM_TORCH_PROFILER_DIR path to absolute (#23191) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-08-21 15:49:09 -04:00
Chenheli Hua
e58c5a9768 [Core] Add torch profiler CPU traces for AsyncLLM. (#21794) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-08-20 02:32:47 +00:00
nvjullin
79899b63f6 [Bugfix] Added more env vars to hash (#22449) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
 2025-08-15 20:08:37 +00:00
Csrayz
a0632a3e03 [Frontend] Expose do_log_stats interval to env (#22905) 
Signed-off-by: Csrayz <jover@cmbchina.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-15 13:00:20 +00:00
nvjullin
279a5f31b3 [Kernel] Add nvfp4 gemm flashinfer backends (#22346) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-14 16:03:55 -04:00
Jinzhen Lin
33c63e9547 [Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
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 2025-08-14 11:23:22 -07:00
milesial
20d65aa755 [Frontend] Multithreaded async multimodal load_bytes (#22710) 
Signed-off-by: Alexandre Milesi <30204471+milesial@users.noreply.github.com>
Co-authored-by: Alexandre Milesi <30204471+milesial@users.noreply.github.com>
 2025-08-13 06:09:26 -07:00
Chi Zhang
98deac3879 [FEATURE] support custom vllm tuned config path for fused moe triton kernels (#22791) 
Signed-off-by: Chi Zhang <zhangchi.usc1992@bytedance.com>
 2025-08-13 20:27:25 +08:00
Wentao Ye
f7dcce7a4a [Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale (#21968) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-11 09:39:08 -07:00
Doug Smith
d1af8b7be9 enable Docker-aware precompiled wheel setup (#22106) 
Signed-off-by: dougbtv <dosmith@redhat.com>
 2025-08-10 16:29:02 -07:00
Shu Wang
a3b9c17b56 Support Tensorrt-LLM MoE fp4 for low-latency (#21331) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
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 2025-08-07 19:18:22 -07:00
Cyrus Leung
139d155781 [Frontend] Use engine argument to control MM cache size (#22441) 
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 2025-08-07 09:47:10 -07:00
Cyrus Leung
766bc8162c [Core] Store only the keys for multi-modal data in P0 (#22198) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-07 01:45:04 -07:00
Ming Yang
82216dc21f [Misc] Support routing logic simulation (#21990) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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 2025-08-06 23:06:20 -07:00
Lain
9a3835aaa9 Fix trtllm-gen attention env and add attention sink (#22378) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lain <fusiyuan2000@hotmail.com>
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 2025-08-06 18:07:41 -07:00
Yongye Zhu
31f09c615f [gpt-oss] flashinfer mxfp4 (#22339) 
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-08-06 12:37:27 -07:00
Woosuk Kwon
6e20924350 Add attention sink in attention backends (#22320) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
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 2025-08-05 22:37:21 -07:00
Wentao Ye
ae87ddd040 [Refactor] Remove Unused Environment Variable VLLM_NO_DEPRECATION_WARNING (#22199) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-05 09:40:23 -07:00
elvischenv
83156c7b89 [NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel (#22095) 
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 2025-08-05 02:45:34 -07:00
Woosuk Kwon
9af654cc38 [Responses API] Ignore store=True and process the request by default (#22185) 
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 2025-08-04 05:12:48 -07:00
Woosuk Kwon
6d98843b31 [Responses API] Disable response store by default (#22137) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-03 04:04:21 -07:00
Varun Sundar Rabindranath
a65f46be5e [Misc] DeepGemmExperts : Avoid JIT generation in the hot-path (#21955) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-08-01 19:42:03 -07:00
Nicolò Lucchesi
57393715e8 [Misc] VLLM_TARGET_DEVICE.lower() (#22101) 
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 2025-08-01 19:41:40 -07:00
Rui Qiao
d331759488 Introduce RayPPCommunicator for ray-based PP (#21660) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-08-01 11:50:58 -07:00
Simon Mo
da31f6ad3d Revert precompile wheel changes (#22055) 2025-08-01 08:26:24 +00:00
wenxindongwork
8f0d516715 [TPU] Support Pathways in vLLM (#21417) 
Signed-off-by: wenxindongwork <wenxindong@google.com>
 2025-07-30 10:02:12 -07:00
youkaichao
e91d3c9cda [misc] skip p2p check by default (#21904) 2025-07-30 22:05:04 +08:00
Csrayz
b917da442b Expose PyTorch profiler configuration to environment variables (#21803) 
Signed-off-by: Csrayz <33659823+Csrayz@users.noreply.github.com>
 2025-07-29 19:46:31 -07:00
Doug Smith
a1873db23d docker: docker-aware precompiled wheel support (#21127) 
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 2025-07-29 14:45:19 -07:00
Lucas Wilkinson
8aa1485fcf [Perf] Disable chunked local attention by default with llama4 (#21761) 
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 2025-07-28 18:49:04 -04:00
Chauncey
6da0078523 [Feat] Allow custom naming of vLLM processes (#21445) 
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 2025-07-24 03:15:23 -07:00
deven-labovitch
63d92abb7c [Frontend] Set MAX_AUDIO_CLIP_FILESIZE_MB via env var instead of hardcoding (#21374) 
Signed-off-by: Deven Labovitch <deven@videa.ai>
 2025-07-23 20:22:19 -07:00
Michael Goin
f3137cdd81 [Core] Freeze gc during cuda graph capture to speed up init (#21146) 
Signed-off-by: Codex <codex@openai.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-23 17:20:14 -07:00
Li, Jiang
a15a50fc17 [CPU] Enable shared-memory based pipeline parallel for CPU backend (#21289) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-21 09:07:08 -07:00
Li, Jiang
e3a0e43d7f [bugfix] Fix auto thread-binding when world_size > 1 in CPU backend and refactor code (#21032) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-19 05:13:55 -07:00
Kaixi Hou
6d0734c562 [NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645) 
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
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 2025-07-19 02:33:01 -07:00