 Matthew Bonanni
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955b43a5a5
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[Bugfix][Attention] Explicitly report support for kv_cache_dtype bfloat16 (#32795)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-22 19:05:18 +00:00 |
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Matthew Bonanni
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20228cb851
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[3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-12 09:13:56 -08:00 |
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Matthew Bonanni
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2612ba9285
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[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-09 13:10:24 -08:00 |
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0a2c2dc3f1
|
fixed mypy warnings for files vllm/v1/attention with TEMPORARY workaround (#31465)
Signed-off-by: Zhuohao Yang <zy242@cornell.edu>
Co-authored-by: Zhuohao Yang <zy242@cornell.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-07 04:08:47 +00:00 |
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Lucas Wilkinson
|
e0327c9db2
|
[Attention][1/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31773)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-01-06 04:05:17 -08:00 |
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Yifan Qiao
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11a89cf95c
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[Fix][FlexAttention] return max logical block index to handle reused blocks (#30915)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
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2025-12-18 06:42:21 +00:00 |
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Isotr0py
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b952f4d3c3
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[v1] Add PrefixLM support to FlexAttention backend (#27938)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-07 15:51:36 +00:00 |
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Andreas Karatzas
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e96a6a6dca
|
[ROCm][CI][Bugfix] Fixing the Multi-Modal Models Test (Extended) 1 group (#30013)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2025-12-04 11:00:16 +00:00 |
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Isotr0pyandbaonudesifeizhai
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b95db244ee
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[v1] Add real sliding window calculation to FlexAttention direct BlockMask building (#26015)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Co-authored-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
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2025-12-01 13:12:51 +00:00 |
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Matthew Bonanni
|
fc1d8be3dc
|
[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-27 11:19:09 -05:00 |
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Matthew Bonanni
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430dd4d9eb
|
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2025-11-26 10:53:15 -07:00 |
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Huamin Li
|
07a606aa7e
|
[CI Failure] Fix backend selection for encoder-only models (#28534)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-13 10:11:27 -05:00 |
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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>
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2025-11-11 07:40:44 -05:00 |
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Lucas Wilkinson
|
e8697faf03
|
[V0 deprecation] Remove no longer used get_metadata_cls (#28370)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-11-10 14:32:09 +08:00 |
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Isotr0py
|
3933f18a5e
|
[Bugfix] Avoid too small block m/n for FlexAttention kernel option (#27853)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-10-31 19:33:12 +08:00 |
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Mohammad Miadh AngkadandYe Qi
|
a8c02fb5bf
|
[Bugfix][CI] Fix v1 attention backend tests and add CI coverage (#26597)
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
Signed-off-by: Mohammad Miadh Angkad <mangkad.bsdsba2027@aim.edu>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
|
2025-10-28 11:42:05 -04:00 |
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Yeshwanth N
|
71b1c8b667
|
[Chore]:Extract math and argparse utilities to separate modules (#27188)
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
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2025-10-26 04:03:32 -07:00 |
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Isotr0py
|
084a9dae80
|
[Bugfix] Disable FlexAttention direct block mask building for encoder-only models (#27344)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-22 16:39:08 +00:00 |
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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 |
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Bram Wasti
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b2f78cbad4
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[small][batch invariance] Rename the env and internal flags to simplify usage (#26855)
Signed-off-by: Bram Wasti <bwasti@meta.com>
|
2025-10-16 21:40:25 +00:00 |
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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 |
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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 |
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Matthew Bonanni
|
4727a8afa7
|
[Attention] Remove unused reorder_batch method (#24463)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2025-10-06 13:13:39 -04:00 |
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Harry Mellor
|
d6953beb91
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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 |
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+6
|
fa7e254a7f
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[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>
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2025-09-30 17:14:41 +08:00 |
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Bram Wasti
|
dc48ba0c75
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Kernel-override Determinism [1/n] (#25603)
Signed-off-by: Bram Wasti <bwasti@meta.com>
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2025-09-26 16:59:09 -07:00 |
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Isotr0py
|
cf56cf78b4
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[V1] Add sliding window support to Flex Attention backend (#24089)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-09-21 05:08:07 +00:00 |
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wang.yuqiandIsotr0py
|
5f696c33b1
|
[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872)
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-18 23:22:01 +08:00 |
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Russell BryantandNickLucche
|
37e8182bfe
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[v1] Add Whisper model support (encoder-decoder) (#21088)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
|
2025-09-10 13:53:35 -07:00 |
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Huy DoandMichael Goin
|
67c14906aa
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Update PyTorch to 2.8.0 (#20358)
Signed-off-by: Huy Do <huydhn@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-08-29 18:57:35 +08:00 |
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Hyogeun Oh (오효근)
|
4e4d017b6f
|
[Docs] Fix warnings in mkdocs build (continued) (#23743)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
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2025-08-27 17:17:29 +00:00 |
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Driss Guessous
|
e0329ed4b4
|
Updates to Flex + VLLm integration (#21416)
Signed-off-by: drisspg <drisspguessous@gmail.com>
|
2025-08-25 09:32:42 -04:00 |
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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 |
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Woosuk Kwon
|
d6d13bd49e
|
[Misc] Add max_seq_len to CommonAttentionMetadata (#23216)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
|
2025-08-20 09:05:29 -07:00 |
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Maximilien de Bayser
|
f825c6bd22
|
Support encoder_only attention for FlexAttention (#22273)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
|
2025-08-06 18:37:14 -07:00 |
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Chen Zhang
|
555e7225bc
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[v1][attention] Support Hybrid Allocator + FlashInfer (#21412)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
|
2025-07-30 01:45:29 +00:00 |
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Woosuk Kwon
|
752c6ade2e
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[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 |
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Lucas Wilkinson
|
76b494444f
|
[Attention] Refactor attention metadata builder interface (#20466)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2025-07-17 04:44:25 +00:00 |
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Cyrus Leung
|
e8cc53af5e
|
[Misc] Log the reason for falling back to FlexAttention (#20699)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-07-14 04:16:51 -07:00 |
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Cyrus Leung
|
9fb52e523a
|
[V1] Support any head size for FlexAttention backend (#20467)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-07-06 09:54:36 -07:00 |
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Isotr0py
|
32c9be2200
|
[v1] Re-add fp32 support to v1 engine through FlexAttention (#19754)
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-07-05 09:41:10 +00:00 |
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Jee Jee Li
|
1caca5a589
|
[Misc] Add SPDX-FileCopyrightText (#20428)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-07-04 07:40:42 +00:00 |
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Driss Guessous
|
ddfed314f9
|
Fixes IMA for TP w/ flex-attention (#19712)
Signed-off-by: drisspg <drisspguessous@gmail.com>
|
2025-06-17 04:01:50 +00:00 |
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Isotr0py
|
1173804dca
|
[Bugfix] Fix TP inference for Flex attention backend (#19657)
Signed-off-by: Isotr0py <2037008807@qq.com>
|
2025-06-16 11:21:37 +00:00 |
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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 |
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Luka Govedič
|
3597b06a4f
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[CUDA] Enable full cudagraph for FlashMLA (#18581)
Signed-off-by: luka <luka@neuralmagic.com>
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2025-06-13 18:12:26 +00:00 |
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Luka GovedičandSage Moore
|
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>
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2025-06-12 08:31:04 -07:00 |
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Driss Guessous
|
cf02f9b283
|
Add FlexAttention to V1 (#16078)
Signed-off-by: drisspg <drisspguessous@gmail.com>
|
2025-06-06 21:58:55 -07:00 |
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