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113 Commits
Author SHA1 Message Date
Jun JiangandLuka Govedič 4f8f47e87e Fix undefined symbol: cutlass_moe_mm_sm100 (#26098) 
Signed-off-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-03 15:48:32 +00:00
Wentao Ye 36ce76c632 [Log] Optimize DeepGEMM Missing Log (#26106) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-02 20:02:26 -06:00
ElizaWszolaLuka GovedičMichael GoinLuka Govedič
 		502640c3f9 [Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-02 19:35:13 +00:00
Cyrus Leung d00d652998 [CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 10:04:57 -07:00
Pavani Majety ef283548f7 [Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-09-30 10:51:31 -04:00
+6
Yongye ZhuChen ZhangyoukaichaoLucas WilkinsonRobert ShawLucas Wilkinsonyewentao256Wentao YemgoinLucia FangLucia FangNickLuccheSiyuan FuMatthew BonanniXiaozhu MengBarry Kang
 		fa7e254a7f [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
 2025-09-30 17:14:41 +08:00
Jialin OuyangandJialin Ouyang c216119d64 [Core] GC Debug callback (#24829) 
Signed-off-by: Jialin Ouyang <jialino@meta.com>
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: Jialin Ouyang <jialino@meta.com>
 2025-09-27 17:53:31 +00:00
Jiangyun ZhuandLuka Govedič 56aafa8c0b [Misc] fix unique_filepath (#25732) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-26 16:56:15 +00:00
Cyrus Leung 12c1287d64 [mypy] Further improve MM type annotations (#25654) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 10:57:36 +00:00
Tyler Michael Smith 1260180c67 Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-25 08:05:21 +00:00
Harry Mellor e7f27ea648 Improve --help for enhanced user experience (#24903) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 23:08:18 +00:00
Wentao Ye 1f29141258 [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-24 18:52:36 -04:00
Shu WangTyler Michael SmithTyler Michael Smith
 		54e42b72db Support mnnvl all2allv from Flashinfer (#21003) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-24 14:38:16 -04:00
Cyrus Leung 9313be5017 [Misc] Improve type annotations for jsontree (#25577) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-24 22:49:58 +08:00
Benjamin Chislettandlhsjohn c30b405b8f [Spec Decode] Enable FlashInfer Spec Decoding (#25196) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>
 2025-09-23 22:29:58 -04:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-23 22:48:40 +00:00
ElizaWszolaLuka GovedičMichael GoinLuka Govedič
 		63400259d0 [Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-09-23 12:03:10 -07:00
Amir SamaniandMichael Goin 8c1c81a3de [core] add nccl symmetric memory for all reduce (#24532) 
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-23 14:33:06 -04:00
Wentao Ye 9949aa2ef1 [Perf] Apply torch.compile for per_block_cast_to_fp8 (#24611) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-22 19:42:45 -06:00
Luka Govedič d5e0fca264 [torch.compile] Cleanup compilation tests and custom passes, add debug utils, fix DCE bug (#23091), fix test (#24376), and prep for custom op matching (#24604) (#24542) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-22 12:30:05 -07:00
Harry Mellorandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 3d2c56b7a9 Make mypy behave like a proper pre-commit hook (#25313) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-22 12:23:45 +00:00
Cyrus Leung 417a164af6 [Misc] Remove unused encoder-decoder error strings (#25374) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-22 11:04:32 +00:00
Woosuk Kwon bc6e542d9f Remove V0 attention backends (#25351) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 16:03:28 -07:00
Wenlong Wang 032d661d27 [Docs] Fix warnings in mkdocs build (continued) (#25042) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-09-20 11:45:18 +00:00
Nick Hill b7f186bbb3 [BugFix] Exclude self when checking for port collision (#25286) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-09-20 12:28:31 +08:00
Andrew SansomandCyrus Leung 9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
elvischenvandMichael Goin e67a79db03 [Bugfix] Refactor Flashinfer TRTLLM attention kernel selection logic (#24600) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-17 15:36:29 -07:00
Wentao Ye de2cc3d867 [Deprecation] Remove DeepGEMM Old Symbol Wrapper (#24902) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-15 20:03:29 -06:00
Lukas Geiger 1da0f1441d [Core][Multimodal] Cache supports_kw (#24773) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-09-13 07:27:04 +00:00
dongluw a5b84f1cbf [Core] Shared memory based object store for Multimodal data caching and IPC (#20452) 
Signed-off-by: donglu <donglu@cohere.com>
 2025-09-12 07:54:17 -07:00
Xiaozhu Meng e42af78b18 [flashinfer] [kernel] support for fp8 kv cache for trtllm prefill attention (#24197) 
Signed-off-by: Xiaozhu <mxz297@gmail.com>
 2025-09-11 14:20:09 -07:00
Boyuan FengandHarry Mellor 94e6b2d55f Allow users to specify kv cache memory size (#21489) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 13:41:07 +00:00
Charlie Fu 73e688cb79 [ROCm][Feature] Enable Pipeline Parallelism with Ray Compiled Graph on ROCm (#24275) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-09-09 23:27:35 +00:00
22quinn 0cdd213641 [Misc] Improve Worker process title and logging prefix (#22205) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-08 21:43:48 -07:00
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
Nick Hill 752d2e1c36 [Minor] Fix some random typos in comments (#24009) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-31 16:42:17 -07:00
Gabriel Marinhogemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Max de Bayser
 		5b8077b8ac Fix wrong truncate_prompt_tokens type hint (#22761) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Gabriel Marinho <104592062+gmarinho2@users.noreply.github.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-30 20:39:38 +00:00
dubejfJean-Francois DubeCyrus Leung
 		5b31cb1781 [Bugfix] Fix --config arg expansion called from api_server.py (#23944) 
Signed-off-by: Jean-Francois Dube <dubejf+gh@gmail.com>
Co-authored-by: Jean-Francois Dube <dubejf+gh@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-29 21:36:39 -07:00
Adit Chawdhary 4f7cde7272 Adds json_count_leaves utility function (#23899) 
Signed-off-by: aditchawdhary <aditxy@hotmail.com>
 2025-08-29 05:28:13 -07:00
Wentao Ye d3d2aad5a2 [Log] Use Debug Once for DeepGEMM E8M0 When not Enabled (#23858) 2025-08-28 22:18:10 +00:00
Wentao Yeandyoukaichao 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
rongfu.leng 8dbf6ed7be [Bugfix] fix when config.yaml config value is list parse error (#23528) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-08-27 05:54:39 +00:00
nvjullinandMichael Goin f66673a39d [Kernel] Added flashinfer fp8 per-tensor gemms (#22895) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-26 06:54:04 -07:00
Wentao Ye 56dcf4e7e9 [Bug] Fix DeepGEMM Env Control (#23591) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-25 18:41:21 -07:00
Shiyan Deng da65bec309 add an env var for path to pre-downloaded flashinfer cubin files (#22675) 2025-08-22 19:25:45 +00:00
Didier Durand 22cf679aad [Doc]: fix various typos in multiple files (#23179) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-22 10:38:46 -07:00
Li, Jiang 88016c372a [Bugfix] Fix pooling models on CPU backend (#23392) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-08-22 09:47:17 +00:00
Wentao Ye 394591e343 [Feature] Enable DeepGEMM Linear on B200; 1.5% E2E throughput improvement (#23351) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-21 21:01:08 -07:00
Ming Yang 10f535c086 [Bugfix] Fix port conflict by obtaining a list of open ports upfront (#21894) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-08-21 10:22:18 -07:00
elvischenvMichael GoinLuka Govedič
 		03752dba8f [NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-19 08:22:15 -04:00