Commit Graph
118 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
Nicolò LucchesiandMark McLoughlin 728a9eb70e [Misc] Refactor Attention kv transfer methods into decorator (#27816)
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
2025-11-12 16:05:44 +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
cc079763c5 [BugFix] Avoid calling KV connector layer APIs when metadata is unset (#28253)
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
2025-11-10 23:39:36 -08:00
Adrian Abeyta a5a790eea6 [Bugfix] Ensure calculated KV scales are applied in attention. (#27232)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-11-10 23:42:37 +00:00
7e2729b57e [Multimodal][XPU]Enable vision attn backend for xpu platform (#27525)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2025-11-01 04:45:02 +00:00
JartXandtjtanaa 65d2cf9511 [BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl ROCm TORCH_SDPA (#27190)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-10-26 15:08:52 +08:00
Matthew Bonanni a99564ac5b [Attention] Add missing kv cache scale setup (#27490)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-25 00:12:49 -07:00
570c3e1cd4 [Bugfix] Honor --mm_encoder_attn_backend when used (#27124)
Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-23 20:09:52 +08:00
Roger Wang c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-21 00:30:10 -07:00
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
Nicolò Lucchesi b26b70bec4 [Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-18 13:51:21 +00:00
Zhuohan Li d29483b58a [Minor] Remove unnecessary error message (#27115)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
2025-10-17 20:02:12 +00:00
rongfu.leng 5afd3276df [Feature] Add process_weights_after_loading to AttentionImpl (#26870)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
2025-10-16 08:02:30 -07:00
Adrian AbeytaandLuka Govedič 0a9ef0cfce Move query quantization to attention layer for Flashinfer & Triton. (#26534)
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-15 19:01:38 -04:00
Mengqing Cao 302ef403a2 [DSA][MLA] Tiny refactor on DeepSeek to make it reusable for different backends (#26656)
Signed-off-by: MengqingCao <cmq0113@163.com>
2025-10-15 00:16:44 -07:00
Luka Govedič 2dcd12d357 [torch.compile] Fix tests for torch==2.9 inductor partition (#26116)
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
2025-10-14 19:55:02 -04:00
Boyuan Fengandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> a86b4c58e8 remove attn output view kernel (#26680)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-14 22:53:10 +00:00
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
Naveenraj KamalakannanandLuka Govedič e614ab7806 Separate MLAAttention class from Attention (#25103)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-08 17:11:11 -07:00
Matthew Bonanni 76879cc160 [Attention] Implement universal BACKEND_MAP (#25900)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-08 12:00:25 -07:00
Harry Mellor 1c0c68202c Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 16:37:55 +00:00
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
Cyrus Leung 4570535ec4 [Model] CLIP Embedding Support (#26010)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-04 06:21:42 -07:00
TJian 9c5ee91b2a [ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm (#26104)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-10-02 22:34:53 -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
Harry Mellor 61aedb5ffe MoveVllmConfig from config/__init__.py to config/vllm.py (#25271)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-09-29 19:49:49 -07:00
Adrian Abeyta c42ff4f4fd [BugFix][torch.compile] KV scale calculation issues with FP8 quantization (#25513)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-09-29 15:52:04 -04:00
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
Jonas M. Kübler 69a8c8e99a [torch.compile] Make Query Quantization Fusable (#24914)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
2025-09-25 09:25:12 -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
Thomas Parnell 969b4da3a6 [V0 Deprecation] Remove placeholder attn (#25510)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-09-23 22:12:14 +00:00
Chendi.Xue 6c5f82e5aa [BUG FIX][NON-CUDA]quick fix to avoid call cudagraph_unsafe in attention (#25298)
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
2025-09-20 04:41:23 +00:00
Boyuan FengandLuka Govedič 8945b001db [torch.compile] CUDAGraph Inductor partition integration (#24281)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Signed-off-by: boyuanfeng <boyuan@meta.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-20 01:02:15 +00:00
Yan MaandIsotr0py a684c0124c [bugfix] fix MHA for models like OpenGVLab/InternVL3_5-38B (#25146)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-19 08:45:06 +00:00
Chaojun Zhang 3bc18127ff [XPU] Whisper model support on XPU Platform (#25123)
Signed-off-by: chzhang <chaojun.zhang@intel.com>
2025-09-18 04:30:10 +00:00
Rafael Marcelino Koike b834b4cbf1 [USAGE] Improve error handling for weight initialization in Unquantized… (#20321)
Signed-off-by: Rafael Marcelino Koike <rafael.koike@oracle.com>
Signed-off-by: Rafael Koike <koike.rafael@gmail.com>
2025-09-15 16:45:49 +00:00
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
Li, Jiang 29799ddacc [Bugfix] Add missing VIT backend dispatch on CPU (#24623)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-10 22:28:41 -07:00
baonudesifeizhaiandIsotr0py 6cbd41909e Feature/vit attention unification# 23880 (#23978)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-10 06:10:14 -07:00
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
Ayush Satyam 5c4b6e66fe [Attention] Unify mamba and attention backend selection (#23171)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
2025-08-25 09:09:36 +00:00
elvischenvandLuka Govedič 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
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
Michael Goin 000cceca8c [Bugfix gpt-oss] Fix float32 convert for flashinfer sink support (#23016)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-16 11:16:00 -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
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
Yong Hoon Shin 78c13e30e1 [V1] Fix local chunked attention always disabled (#21419)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-07-23 15:59:30 -07:00
Lucas WilkinsonandMichael Goin 304dce7ec0 [Attention] Clean up iRoPE in V1 (#21188)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-07-21 09:10:30 -07:00