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224 Commits

Author SHA1 Message Date
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) 
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Signed-off-by: XIn Li <xinli@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
 2025-08-07 19:18:22 -07:00
Cyrus Leung
139d155781
[Frontend] Use engine argument to control MM cache size (#22441) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 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) 
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 2025-08-06 23:06:20 -07:00
Lain
9a3835aaa9
Fix trtllm-gen attention env and add attention sink (#22378) 
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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>
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 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>
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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) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-08-05 02:45:34 -07:00
Woosuk Kwon
9af654cc38
[Responses API] Ignore store=True and process the request by default (#22185) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 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) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 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) 
Signed-off-by: dougbtv <dosmith@redhat.com>
 2025-07-29 14:45:19 -07:00
Lucas Wilkinson
8aa1485fcf
[Perf] Disable chunked local attention by default with llama4 (#21761) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-07-28 18:49:04 -04:00
Chauncey
6da0078523
[Feat] Allow custom naming of vLLM processes (#21445) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 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>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-19 02:33:01 -07:00
Shu Wang
c7d8724e78
[Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037) 
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-17 21:32:45 -07:00
Woosuk Kwon
4de7146351
[V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
Elfie Guo
30800b01c2
[Nvidia] Integrate SM100 cudnn prefill API to MLA prefill (#20411) 
Signed-off-by: Elfie Guo <elfieg@nvidia.com>
Co-authored-by: Elfie Guo <eflieg@nvidia.com>
 2025-07-15 17:56:45 -07:00
Chen LI
10be209493
[Bug Fix] get_distributed_init_method should get the ip from get_ip i… (#20889) 
Signed-off-by: Chen Li <lcpingping@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-07-15 21:23:52 +00:00
Boyuan Feng
91b3d190ae
[cold start] replace VLLM_COMPILE_DEPYF with debug_dump_dir (#20940) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-07-15 13:02:17 +08:00
Boyuan Feng
c1c8ca57ff
[cold start time] add envs.VLLM_COMPILE_DEPYF to guard decompile (#20790) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-07-11 23:06:13 -07:00
Pavani Majety
7bd4c37ae7
[Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). (#19825) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: shuw <shuw@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 09:23:23 +00:00
Nathan Hoos
d6902ce79f
[V0][V1][Core] Add outlines integration for V1, and update V0 integration. (#15975) 
Signed-off-by: Nathan Hoos <thwackyy.y@gmail.com>
 2025-07-10 15:30:26 -04:00
fxmarty-amd
332d4cb17b
[Feature][Quantization] MXFP4 support for MOE models (#17888) 
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
 2025-07-09 13:19:02 -07:00
Nicolò Lucchesi
71d1d75b7a
[PD][Nixl] Remote consumer READ timeout for clearing request blocks (#20139) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-07-08 08:56:40 +01:00
Wentao Ye
9dae7d46bf
[Refactor] Remove Unused Env VLLM_ENABLE_MOE_ALIGN_BLOCK_SIZE_TRITON (#20334) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-01 19:03:43 -07:00
Li, Jiang
6cc1e7d96d
[CPU] Update custom ops for the CPU backend (#20255) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-01 07:25:03 +00:00