102 Commits
Author SHA1 Message Date
a07fac758f [Perf] Zero-copy torch.Tensor pickling in shm_broadcast MessageQueue (#48442)
Signed-off-by: Ruinan Ma <r7ma3088@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-28 16:28:28 -07:00
Harry MellorandGitHub 3e74c60b9c [Docs] Use gen-files for generated docs content (#49587)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-07-25 14:43:21 +00:00
ca0defa343 Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-25 04:18:39 -07:00
Matthew BonanniGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
bd091079cb [Attention] FlashAttention 4 SM100 FP8 kv cache support (#42569)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-20 10:53:27 -07:00
fb1d8ccaf5 [rl] Stateful Trainer Send: New Abstractions [1/N] (#48042)
Signed-off-by: haoaaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Sumanth R Hegde <39546518+SumanthRH@users.noreply.github.com>
2026-07-17 15:11:06 +08:00
Wentao YeandGitHub 626c90b2d5 [Refactor] Move fla to third party (#48500)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-16 19:22:36 +01:00
ecf4aa5ce2 [Bugfix] Fix FlashInfer non-causal draft attention (DFlash/DSpark) on Blackwell (#48167)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-15 12:44:01 -07:00
Matthew BonanniandGitHub 313d01f507 [CI][Bugfix] Fix FlashAttention reported MLA dimension support (#48631)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-14 21:33:02 +00:00
Wentao YeandGitHub b3cfca996c [Mypy Fix] Split mypy work (#48490)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-13 12:42:42 +00:00
Bugen ZhaoandGitHub 487dfb3418 [CI] Add SPDX license header to Rust/Protobuf sources (#48472)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-07-13 10:22:47 +01:00
07f9baf756 Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-07-06 14:18:33 +01:00
d29125c085 Xqa decode kernels (#43232)
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-02 12:32:05 -07:00
e840f0d3f5 [Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-30 08:39:59 -07:00
Kunshang JiandGitHub fb42e5219e [Platform] Replace torch.cuda.mem_get_info with torch.accelerator.get_memory_info (#44825)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
2026-06-30 14:39:52 +08:00
Martin HickeyandGitHub a4e3cb40d0 [mypy] Enable mypy for tests directory (#47018)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-06-29 09:29:09 +00:00
275b43183c [MyPy] Fix mypy for vllm/benchmarks (#39896)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-23 15:22:29 +00:00
44d95069e9 Enable DeepSeek V4 and GLM-5.1 on SM120 (#43477)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-06-22 11:54:14 -07:00
Martin HickeyandGitHub ccd49f6821 [MyPy] Fix mypy for vllm/lora (#41722)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-06-22 10:57:09 -04:00
9d4dc4ca2f [Kernel] Support GLM-5 dimensions for TRT-LLM ragged MLA prefill (#43525)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-06-16 20:49:47 +00:00
+1 0a1c5034f5 [Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-06-16 01:01:25 +08:00
Harry MellorandGitHub ef0df7dbd6 [CI] Bump mypy version 1.19.1 -> 1.20.2 (#44647)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-05 14:56:27 +00:00
Yongye ZhuandGitHub b5235fca2e [DSv4] Adding TRTLLM gen attention kernel (#43827) 2026-06-04 07:35:09 -07:00
Mohammad Miadh AngkadandGitHub 158289e0fc [Docs] Fix MLA prefill backend default docs (#43697)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
2026-05-27 10:13:22 +00:00
39910f2b25 [Rust Frontend] Move code from vllm-frontend-rs (#43283)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Eric Curtin <eric.curtin@docker.com>
Signed-off-by: Dev-X25874 <283057883+Dev-X25874@users.noreply.github.com>
Signed-off-by: Will.hou <1205157517@qq.com>
Signed-off-by: Will.hou <willamhou@ceresman.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Eric Curtin <eric.curtin@docker.com>
Co-authored-by: Dev-X25874 <283057883+Dev-X25874@users.noreply.github.com>
Co-authored-by: Will.hou <1205157517@qq.com>
Co-authored-by: Will.hou <willamhou@ceresman.com>

Please see https://github.com/Inferact/vllm-frontend-rs for full original commit history.
2026-05-21 17:21:48 -07:00
b2c58ee942 [FlashAttn] Fix supports_kv_cache_dtype() accepting unhandled fp8 kv-cache dtype variants (#42685)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-05-15 15:34:59 -04:00
Aaron HaoandGitHub e0a45f1455 [Feat][RL] IPC weight sync optimizations: multigpu support and chunked packed tensors (#37476)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: hao-aaron <ahao@anyscale.com>
2026-05-15 22:53:06 +08:00
CynicDoraandGitHub 256dbcaabf [Feature] Support custom callable proposer backend for speculative decoding (#39487)
Signed-off-by: 524031910363 <hyzhyzsh@sjtu.edu.cn>
Signed-off-by: CynicDora <hyzhyzsh@sjtu.edu.cn>
2026-05-13 16:53:01 +00:00
Matthew BonanniandGitHub be5983b874 [Docs] Add non-causal support to attention backend docs (#41643)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-05-04 20:35:15 +00:00
Matthew BonanniGitHubMichael GoinLucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
f3fef12350 [Attention] Abstract the MLA prefill backends and eliminate cuDNN (#32623)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-01 13:36:20 -04:00
sychen52andGitHub 947138b6c2 Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2026-05-01 04:55:16 +00:00
Jiangyun ZhuandGitHub e8ee2a78db [Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-04-24 11:25:55 +00:00
Martin HickeyandGitHub 3951d3eacd [MyPy] Enable mypy for vllm/model_executor/layers/ (#40159)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-04-21 20:15:02 -07:00
Vadim GimpelsonandGitHub 6d85b36a9f Revert #38730 and #38791 (#40032)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-04-21 11:44:11 -04:00
fc645f1acc Add structure to requirements/ directory (#39024)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-04-10 13:46:41 -07:00
Yan MaandGitHub ec68d53b2b Add platform manual_seed_all API (#38468)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-04-10 13:43:50 +08:00
Wentao YeandGitHub aec18492d0 [CI] Fix mypy for vllm/v1/ops (#39219)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-09 11:06:34 +08:00
Stefano CastagnettaandGitHub 6183cae1bd [Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang (#38730)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
2026-04-01 12:08:40 -07:00
4dfad17ed1 replace cuda_device_count_stateless() to current_platform.device_count() (#37841)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-03-31 22:32:54 +08:00
Lucas KabelaandGitHub e31915063d [Bugfix] Fix for builtins (forward fix of pytorch/177558) (#37234)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-03-31 01:08:11 +00:00
Andreas KaratzasandGitHub 43cc5138e5 [ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-28 22:08:03 -07:00
Harry MellorandGitHub b3601da6e7 [Mypy] Fix mypy for vllm/model_executor (except vllm/model_executor/layers) (#37904)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-24 17:14:01 +00:00
Wentao YeandGitHub 45bd5c8e75 [Mypy] Fix mypy for vllm/config (#37808)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-23 14:33:59 +00:00
Wei ZhaoandGitHub b36adfa349 [Perf] Set Flashinfer sparse MLA as default backend for FP8 kv cache (#37252)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-03-17 20:09:20 +00:00
Isotr0pyandGitHub a836524d20 [Chore] Replace all base64 usages with faster pybase64 package (#37290)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-17 14:44:19 +00:00
Kunshang JiandGitHub 747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
2026-03-16 10:24:48 +00:00
cc16b24b17 Update Flashinfer to 0.6.6 (#36768)
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
2026-03-12 13:19:19 -04:00
Kunshang JiandGitHub 53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-03-12 07:57:47 -07:00
7f1f36bf91 [CI] Fix mypy for vllm/reasoning (#35742)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-12 12:21:33 +00:00
Yan MaandGitHub 894843eb25 replace with torch.cuda.device with with torch.accelerator.device_index (#36144)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-03-11 23:12:57 -07:00
Harry MellorandGitHub a0f44bb616 Allow markdownlint to run locally (#36398)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-08 20:05:24 -07:00