Commit Graph
152 Commits
Author SHA1 Message Date
Huamin Li 07a606aa7e [CI Failure] Fix backend selection for encoder-only models (#28534)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-11-13 10:11:27 -05:00
wangxiyuan 10138c92a5 [V0 deprecation] Deprecate use_v1 parameter (#28112)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-12 14:03:52 +00:00
Matthew Bonanni 684f254585 Prefer FlashAttention MLA as default over FlashMLA (#27363)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-11 17:13:51 +00:00
Matthew BonanniandLuka Govedič b30dfa03c5 [Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-11 07:40:44 -05:00
wangxiyuanandHarry Mellor 30a14b034f [V0 deprecation] Remove VLLM_USE_V1 usage in platform and v1 module (#27798)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-01 10:17:45 +00:00
Wentao Ye 5b0448104f [Bug] Raise error explicitly if using incompatible backend (#27424)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-29 13:29:20 -04:00
Cyrus Leung 6ebffafbb6 [Misc] Clean up more utils (#27567)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-27 15:30:38 +00:00
Wentao Ye 52efc34ebf [Log] Optimize Startup Log (#26740)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-24 19:27:04 -04:00
wangxiyuan f6027b2855 [1/N][Platform] Cleanup useless function (#26982)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-10-22 09:04:57 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
2025-10-18 09:48:22 -07:00
wangxiyuan 8f4b313c37 [Misc] rename torch_dtype to dtype (#26695)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-10-15 12:11:48 +00:00
wangxiyuan db1764e4e0 [Platform] allow platform to init dp group (#22243)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-10-15 02:32:17 -07:00
Michael Goin 3e051bda82 [UX] Replace VLLM_ALL2ALL_BACKEND with --all2all-backend (#26732)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-10-13 18:12:52 -07:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-12 09:51:31 -07:00
Zhiyuan Li d24cf322e1 [Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486)
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
2025-10-08 23:43:39 -07:00
Lucas Wilkinson f80e7866c0 [Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-10-08 10:09:34 +08:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
Matthew Bonanni 2aaa423842 [Attention] Move Backend enum into registry (#25893)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-02 20:32:24 -07:00
+6 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
Aaron Pham 6a113d9aed [V0 Deprecation] Remove vllm.worker and update according imports (#25901) 2025-09-29 23:26:11 +00:00
Chenxi YangandChenxi Yang d0d138bc55 [Nixl][P/D] Add cuda2cpu support (HD->DH transfer) (#24690)
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
2025-09-29 14:31:51 +00:00
Roger Wang 65ecb4f134 [Bugfix] Fallback ViT attn backend to SDPA for blackwell (#25851)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-09-29 06:03:51 +00:00
Matthew Bonanni 3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
2025-09-25 17:37:50 +00:00
Tyler Michael Smith fea8006062 [Logging] Improve log for when DeepEP HT disables CUDA Graphs (#25531)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-09-24 22:43:06 +00:00
Isotr0py 6fa78d8f23 [V0 deprecation] Remove platform v1 controling interface (#25410)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-23 01:48:12 +00:00
Michael Goin 239ef0c1ac [CI Failure] Fix fp8 kv cache on <SM90 (#25396)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-09-22 18:27:51 +00:00
Yizhou b6f01bd9a7 refactor: abstract graph mode support into platform interface (#25161)
Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com>
2025-09-22 10:22:29 +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 0ff8ebb2d7 [V0 Deprecation] Remove async_output_proc, preemption mode, delay factor (#25334)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-21 08:52:32 -07:00
Wentao Ye d2a30a2d93 [Bug] Fix torch Compilation Cache Hit Error (#25093)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-18 12:38:37 -07:00
Victor Ziliang Peng 973c9d01da [Minor] Simplify duplicative device check for cuda (#24793)
Signed-off-by: Ziliang Peng <ziliangdotme@gmail.com>
2025-09-13 18:28:38 +00:00
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
Wenlong Wang 72fc8aa412 [Multi Modal] Add FA3 in VIT (#24347)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-09-12 21:27:24 +08:00
Matthew Bonanni d4fd2768ef [Bugfix][Attention] Fix FlashInfer MLA block size logic (#24692)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
2025-09-11 22:39:42 +00:00
Mengqing Cao 4f6593b058 [HybridKVCache][Platform] Add support_hybrid_kv_cache for platform (#24646)
Signed-off-by: MengqingCao <cmq0113@163.com>
2025-09-11 21:47:58 +08:00
Hanjie QiuandMichael Goin dcb28a332b [Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078)
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-09-10 15:31:10 -07:00
Thien Tran a0933c3bd6 [Bugfix] Enable FP8 KV cache for FlashInfer and Triton backend on non-sm100 GPUs (#24577)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2025-09-10 12:33:41 -07:00
Wentao Ye a55cf41a09 [Compilation][WideEP] Enable Piecewise CUDAGraph for DeepEPHT (#24123) 2025-09-09 10:21:10 -04:00
402759d472 [Attention] FlashAttn MLA (#14258)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2025-09-04 02:47:59 -07:00
Matthew Bonanni a742322092 [Attention] Blackwell FP8 MLA support with CUTLASS_MLA backend (#23289)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-09-03 14:05:24 -04:00
Kunshang Ji fce10dbed5 [XPU] Add xpu torch.compile support (#22609)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2025-08-27 05:33:27 +00:00
Chaojun Zhang 8a044754bd [XPU] Delay BF16 check to worker init for spawn compatibility (#22979)
Signed-off-by: chzhang <chaojun.zhang@intel.com>
2025-08-25 13:09:26 -07:00
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
74f441f4b5 [Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2025-08-15 10:01:39 -04:00
Yongye ZhuandMichael Goin 39cd09dc86 [Bugfix] use flash attn on sm90 (#22933)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-08-14 16:37:22 -07:00
Michael Goin b1361c7273 [Bugfix] Fix default enable for CUTLASS MLA on SM100 (#22738)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-12 21:22:05 -07:00
Woosuk Kwon 71683ca6f6 [V0 Deprecation] Remove multi-step scheduling (#22138)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
2025-08-12 20:18:39 -07:00
Yongye Zhu 007dd90859 [gpt-oss] Enable gpt-oss on ampere (#22714)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
2025-08-12 03:21:44 -07:00
Giancarlo Delfin 469b3ffaaa [V1] port xformers backend to v1 (#21342)
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
2025-08-05 10:04:46 -07:00