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293 Commits

Author SHA1 Message Date
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
Cyrus Leung
f92d952632
[V0 Deprecation] Remove MultiModalPlaceholderMap (#25366) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-22 08:49:19 +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
Woosuk Kwon
1cd885bd54
[V0 Deprecation] Remove V0 model runner base & simplify worker base (#25328) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 20:49:09 -07:00
Woosuk Kwon
c99db8c8dd
[V0 Deprecation] Remove V0 core (#25321) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:58:26 -07:00
Harry Mellor
12aed7e453
Encoder model support for the Transformers backend (#25174) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 19:15:22 +01:00
Wentao Ye
b42566f440
[Bug] Fix is_flashmla_supported Check Error (#24774) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-15 20:10:55 -06:00
Matthew Bonanni
7ba32aa60b
[Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-12 15:45:53 -06:00
Didier Durand
bcb06d7baf
[Doc]: fix typos in various files (#24726) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-12 06:43:12 -07:00
TaehyunKim
9bd831f501
[Model] New model support for Motif-1-Tiny (#23414) 
Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-10 23:29:40 -07:00
Wentao Ye
15de5ff9ea
[Feature] Disallow FlashMLA on Blackwell (#24521) 
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>
 2025-09-09 14:59:34 -04:00
Didier Durand
f4962a6d55
[Doc]: fix typos in Python comments (#24417) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 00:22:16 -07:00
youkaichao
558f0907dc
[attention][DCP] use AttentionImpl.need_to_return_lse_for_decode (#24372) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-09-07 01:18:59 +00:00
Didier Durand
83609ca91d
[Doc]: fix typos in Python comments (#24173) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-04 08:52:17 -07:00
Hyogeun Oh (오효근)
730d0ac8b9
[Docs] Fix warnings in mkdocs build (#23649) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-26 18:19:23 +00:00
elvischenv
24d0c9e6ed
[NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-22 22:09:05 +00:00
Matthew Bonanni
19fe1a0510
[Kernel] Add FP8 support with FlashMLA backend (#22668) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-08-22 02:26:32 +00:00
Woosuk Kwon
14006840ea
[V0 Deprecation] Remove V0 FlashInfer attention backend (#22776) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 19:54:16 -07:00
eigen
1723ef1aae
minor: zero workspace buffer init for flashinfer trtllm-gen attn (#22603) 2025-08-15 21:38:10 +00:00
Woosuk Kwon
1c859a1387
[V0 Deprecation] Remove advance_step (#22969) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-15 08:22:31 -07:00
Michael Goin
4082338a25
Remove unneeded ROCm platform import when using CUDA (#22765) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-12 21:26:38 -07:00
Lucas Wilkinson
1dc8a70b6d
[Attention] Support multiple attention metadata builders per kv_cache_spec + proper local attention no hybrid kv cache fix (#21588) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-08-06 18:40:52 -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
Michael Goin
f81c1bb055
[Bugfix] Check NVIDIA artifactory is accessible before using flashinfer cubin kernels (#21893) 2025-08-01 08:28:45 -04:00
elvischenv
58b11b24a6
[Bugfix] Fix workspace buffer None issue for Flashinfer TRTLLM Backend (#21525) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-07-29 10:34:00 -04:00
weiliang
2dd72d23d9
update flashinfer to v0.2.9rc1 (#21485) 
Signed-off-by: Weiliang Liu <weiliangl@nvidia.com>
 2025-07-24 14:06:11 -07:00
Tao He
7c734ee09b
[Bugfix][Qwen][DCA] fixes bug in dual-chunk-flash-attn backend for qwen 1m models. (#21364) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-07-23 06:34:37 -07:00
Woosuk Kwon
752c6ade2e
[V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-19 13:53:17 -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
Peter Pan
1eb2b9c102
[CI] update typos config for CI pre-commit and fix some spells (#20919) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-07-15 21:12:40 -07:00
Congcong Chen
2c11a738b3
[Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) 
Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
 2025-07-12 06:02:10 -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
Luka Govedič
31d5c1797f
[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 04:56:28 +00:00
Li, Jiang
7721ef1786
[CI/Build][CPU] Fix CPU CI and remove all CPU V0 files (#20560) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-07 22:13:44 -07:00
Woosuk Kwon
e202dd2736
[V0 deprecation] Remove V0 CPU/XPU/TPU backends (#20412) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-07-06 08:48:13 -07:00
Ning Xie
71baf85ae1
[Kernel] mark TorchSDPABackend swap_blocks NotImplementedError (#19749) 2025-06-20 18:18:11 +00:00
Nicolò Lucchesi
4c8f64faa7
[V1][Kernel] Flashinfer HND KV cache layout (#19280) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-06-17 09:09:22 -04:00
22quinn
0b73736a0d
[Kernel] Raise verbose error and consolidate num_heads/num_kv_heads divisibility check (#19339) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-15 13:43:48 +08:00
Luka Govedič
f98548b9da
[torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (#16756) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
 2025-06-12 08:31:04 -07:00
Ning Xie
2f1c19b245
[CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
rasmith
c7ea0b56cd
[AMD] [Quantization] Add override flag for attention dtype instead of using kv_cache_dtype trigger (#17331) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-06-11 15:53:28 -04:00
Li, Jiang
4555143ea7
[CPU] V1 support for the CPU backend (#16441) 2025-06-03 18:43:01 -07:00
Yong Hoon Shin
bdf13965ab
[V1] Support cross-layer KV sharing (#18212) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-06-03 20:33:07 +00:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
vllmellm
77b6e74fe2
[ROCm] Remove unnecessary assertion of max_model_len in ROCM_AITER_MLA attention backend. (#18938) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-05-29 22:33:17 -07:00
Gregory Shtrasberg
1b7cfd5a36
[ROCm][V0][Attention] Revert to the previous FA triton kernel (#18226) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-29 12:13:18 -04:00
Lucas Wilkinson
ce75efeecb
[BugFix] FA2 MLA Accuracy Issue (#18807) 
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
 2025-05-28 08:59:39 +00:00
Hosang
dd5fa7e04f
[ROCm][Kernel][V1] Enable AMD Radeon GPU Custom Paged Attention on v1 (#17004) 
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
 2025-05-21 08:35:00 -07:00
qli88
4f8b373225
[BugFix][AMD] Compatible patch for AITER lib after 04/20 (#17912) 
Signed-off-by: Qiang Li <qiang.li2@amd.com>
 2025-05-13 23:05:20 -07:00
Luka Govedič
176a95c670
[Fix] Support CUDAGraph capture for encoder-decoder on ROCm (#18104) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2025-05-13 19:31:42 -07:00