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070da660c1bf9e7a7be8b9efeff4b06f91c7342f
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62 Commits
Author SHA1 Message Date
Nicolò Lucchesi 070da660c1 [Kernel] Simplify get_kv_cache_layout and cache use_trtllm_attention env-dependent bit (#22735) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-16 00:14:08 +00:00
Nick Hill ad0297d113 [Misc] Support passing multiple request ids at once to AsyncLLM.abort() (#22944) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 17:00:36 -07:00
Yichen Yan 236b864e4f [BugFix] Make run_once thread-safe (#22978) 
Signed-off-by: <wenji.yyc@alibaba-inc.com>
Signed-off-by: Yichen Yan <wenji.yyc@alibaba-inc.com>
 2025-08-15 16:56:17 -07:00
Or Ozeri c280066f9d [v1] Move block_hashes from KVCacheManager to Request.block_hashes (#19728) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-08-15 16:52:52 -07:00
Thomas ParnellDaniel AfrimiBurkhard RingleinChen Zhang
 		75531a6c13 [V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
nvjullinandmgoin 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
Nick HillandIsotr0py eb08487b18 [BugFix] Threadsafe close async zmq sockets (#22877) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-14 03:44:29 -07:00
HWHDarkLight1337Cyrus Leung
 		9bd9294f0e [Bugfix] Fix MiniCPMV Image input inference failed (#22813) 
Signed-off-by: HWH <67449739+jio-H@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-13 09:41:41 -07:00
Michael Goin c6b928798e Force TRTLLM attention for gpt-oss on SM100 (#22678) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-12 21:22:16 -07:00
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
Cyrus Leung 951b038298 [Misc] Move jsontree to utils (#22622) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-11 03:49:32 -07:00
Harry Mellor bc1d02ac85 [Docs] Add comprehensive CLI reference for all large vllm subcommands (#22601) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-11 00:13:33 -07:00
Benji Beckandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> b4e2916721 Migrate LlavaNextImageInputs to TensorSchema (#21774) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-10 09:05:21 -07:00
Harry Mellor 56186474f6 [Docs] Reduce noise in docs and --help from the JSON tip (#22567) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-09 08:31:32 -07:00
Wentao Ye 3157aebb63 [Log] Add Warning for Deprecation of DeepGEMM old version (#22194) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-08 23:07:48 -07:00
Yongye Zhu e789cad6b8 [gpt-oss] triton kernel mxfp4 (#22421) 
Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-08 08:24:07 -07:00
Harry Mellor e5ebeeba53 Remove exception for Python 3.8 typing from linter (#22506) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-08 03:06:46 -07:00
Nick Hill ccdae737a0 [BugFix] Don't cancel asyncio tasks directly from destructors (#22476) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-08 01:13:18 -07:00
Shu WangandXIn Li 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>
Co-authored-by: XIn Li <xinli@nvidia.com>
 2025-08-07 19:18:22 -07:00
Laingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Michael GoinYongye Zhu
 		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>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-06 18:07:41 -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
Roger Wang 067c34a155 docs: remove deprecated disable-log-requests flag (#22113) 
Signed-off-by: Roger Wang <hey@rogerw.me>
 2025-08-02 00:19:48 -07:00
Rui Qiao 4ac8437352 [Misc] Getting and passing ray runtime_env to workers (#22040) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-08-01 23:54:40 -07:00
Wentao Ye 6e8d8c4afb [Test] Add Unit Test for Batched DeepGEMM (#21559) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-02 10:45:46 +08:00
Varun Sundar RabindranathandVarun 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
Nick Hill 881e1af43a [BugFix] Harden distributed DP startup (#21538) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-01 21:40:45 +00:00
Harry Mellor 2d7b09b998 Deprecate --disable-log-requests and replace with --enable-log-requests (#21739) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-01 17:16:37 +01:00
Michael Goin f81c1bb055 [Bugfix] Check NVIDIA artifactory is accessible before using flashinfer cubin kernels (#21893) 2025-08-01 08:28:45 -04:00
wuhang e6680f9e25 [Bugfix] Add log prefix in non-dp mode engine core (#21889) 
Signed-off-by: wuhang <wuhang6@huawei.com>
 2025-08-01 09:04:16 +00:00
Cyrus Leung 82de9b9d46 [Misc] Automatically resolve HF processor init kwargs (#22005) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-31 22:44:10 -07:00
Wentao Ye 3700642013 [Refactor] Remove Duplicate per_block_cast_to_fp8, Remove Dependencies of DeepGEMM (#21787) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-01 01:13:27 +00:00
Matthew Bonanniandmgoin e360316ab9 Add DeepGEMM to Dockerfile in vllm-base image (#21533) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-31 18:01:55 -07:00
amirkl94andmgoin 207b750e19 [NVIDIA] Add SM100 Flashinfer MoE per tensor scale fp8 backend (#21458) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-31 06:00:01 -07:00
Nick Hill 7234fe2685 [Misc] Rework process titles (#21780) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-07-29 05:14:47 +00:00
Clayton Colemanandmgoin c6f36cfa26 [Bugfix] DeepGEMM is not enabled on B200 due to _lazy_init() (#21472) 
Signed-off-by: Clayton Coleman <smarterclayton@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-28 20:51:22 +00:00
Benji Beck 3339cba3ff Migrate FuyuImagePatchInputs to TensorSchema (#21662) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 19:34:14 -07:00
Wentao Ye c215f5c877 [Bug] Fix has_flashinfer_moe Import Error when it is not installed (#21634) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-26 07:06:14 -07:00
Rui Qiao c7742d6113 [Bugfix] Always set RAY_ADDRESS for Ray actor before spawn (#21540) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-07-25 17:08:30 -07:00
Benji Beck 965bc71b04 Integrate TensorSchema with shape validation for Phi3VImagePixelInputs (#21232) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-24 21:43:52 -07:00
Shu Wang 1b25f1fe75 Update flashinfer CUTLASS MoE Kernel (#21408) 
Signed-off-by: Shu Wang. <shuw@nvidia.com>
 2025-07-24 08:13:31 -07:00
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
Michael Goin 82ec66f514 [V0 Deprecation] Remove Prompt Adapters (#20588) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-23 16:36:48 -07:00
Shu Wang 9e23ad9655 Update fp4 quantize API (#21327) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
 2025-07-21 23:40:21 -07:00
Wentao Ye e69a92a1ce [Bug] DeepGemm: Fix Cuda Init Error (#21312) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-21 23:36:18 -07:00
simpx a0e827e07c [BugFix] make utils.current_stream thread-safety (#21252) (#21253) 
Signed-off-by: simpx <simpxx@gmail.com>
 2025-07-21 09:07:36 -07:00
Kaixi Houandmgoin 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
Wentao Ye 37bd8d6e4c [Bug] DeepGemm: Fix TypeError: per_block_cast_to_fp8() missing 1 required positional argument: 'use_ue8m0' for SM100 (#21187) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-18 23:25:22 -07:00
Shu Wangandmgoin 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
Nir DavidandUri Livne 01513a334a Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010) 
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>
 2025-07-16 15:33:41 -04:00
Chen LIandRussell Bryant 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