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8b5014d3dd
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[Attention] FA4 integration (#32974)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2026-03-01 23:44:57 +00:00 |
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haosdent
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6d4f9d3ad5
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[Bugfix] Fix DCP + FA3 crash due to missing num_splits in _forward_with_dcp (#35082)
Signed-off-by: haosdent <haosdent@gmail.com>
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2026-02-27 22:27:06 +08:00 |
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a87cc50859
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[Attn,KV-cache] Use per-head scales in the attention selector (#34281)
Signed-off-by: Your Name <you@example.com>
Signed-off-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Your Name <you@example.com>
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2026-02-24 09:02:43 -05:00 |
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Lucas Wilkinson
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c7914d30f9
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Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-11 07:07:56 -08:00 |
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Rohan Potdar
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de3869bb4d
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move checks out of unified_kv_cache_update custom op (#33943)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-02-07 05:30:09 -08:00 |
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Luka Govedič
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e3bf79ffa0
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Revert "[Attention][FA3] Update FA3 to include new swizzle optimization" (#33841)
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2026-02-04 19:54:27 -08:00 |
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Lucas Wilkinson
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2267cb1cfd
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[Attention][FA3] Update FA3 to include new swizzle optimization (#23465)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-03 08:08:47 -08:00 |
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0a3c71e7e5
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[BugFix] Fix whisper FA2 + full cudagraphs (#33360)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-01-31 12:15:06 +08:00 |
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Matthew Bonanni
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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Nicolò Lucchesi
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1f3a2c2944
|
[Bugfix] Disable CG for Whisper+FA2 (#33164)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-01-27 21:46:51 +08:00 |
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a28b94e6ef
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[Performance] Split FlashAttn attention and cache update (#25954)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2026-01-23 17:28:06 -08:00 |
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Eldar Kurtić
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44f08af3a7
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Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
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2026-01-22 13:29:57 -07:00 |
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Matthew Bonanni
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955b43a5a5
|
[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
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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 WilkinsonandStanislaw Wozniak
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9fec0e13d5
|
[Attention] Cache attention metadata builds across hybrid KV-cache groups (#29627)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Stanislaw Wozniak <stw@zurich.ibm.com>
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2025-12-16 17:10:16 -05:00 |
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66e674cdd5
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[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-12-05 09:48:43 -08:00 |
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Matthew Bonanni
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fc1d8be3dc
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[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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77740191de
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[Attention][Async] Eliminate seq_lens_cpu in FlashAttention metadata building with DCP > 1 (#29449)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 18:48:43 -08:00 |
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Matthew Bonanni
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430dd4d9eb
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[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 10:53:15 -07:00 |
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Nicolò Lucchesi
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066209a045
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[Attention] Refactor FA block_size limitations to hybrid models only (#29084)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-11-22 06:38:44 -08:00 |
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Or Ozeri
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647464719b
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[KVConnector][Core] Support cross-layer KV blocks (#27743)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2025-11-20 19:09:59 +01:00 |
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2fd893b4ce
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[Feature] Prefill Context Parallel (PCP) basic support (#28718)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
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2025-11-19 15:52:44 -05:00 |
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Matthew Bonanni
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4c23690f43
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[Attention] FlashAttention ViT support, make default backend (#28763)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-18 20:06:21 -08:00 |
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Lucas Wilkinson
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db56a59970
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[BugFix] Fix FA3 IMA with FULL_AND_PIECEWISE and cascade attention (default) (#28702)
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2025-11-14 12:19:22 +00:00 |
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Matthew Bonanni
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f9f3b596f3
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[Attention][Bugfix] Fix FA sink support (#28660)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-13 13:20:01 -05:00 |
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Huamin Li
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07a606aa7e
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[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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Benjamin Chislett
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304419576a
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[Perf] Refactor cudagraph_support to enable full CUDA graphs for spec decoding with FlashInfer (#28479)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2025-11-13 01:56:40 +09:00 |
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Matthew BonanniandLuka Govedič
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b30dfa03c5
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[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
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e8697faf03
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[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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zhangsicheng5andQiuChunshuo
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2108a571d7
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[DCP] Support dcp kv_cache interleave size > 1 (#26696)
Signed-off-by: zhangsicheng5 <zhangsicheng5@huawei.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
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2025-11-09 04:45:27 +09:00 |
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22quinn
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608bb14462
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[Attention] Remove max cudagraph size limit of 992 (#27840)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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2025-11-07 22:33:27 -08:00 |
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Kunshang Ji
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18b39828d9
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[XPU] Add gpt-oss model support for Intel GPU (#27786)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2025-11-05 02:17:23 +00:00 |
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Thomas Parnell
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18961c5ea6
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[Hybrid] Pass kernel block size to builders (#27753)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-11-03 05:48:03 +00:00 |
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Yeshwanth N
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71b1c8b667
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[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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284cc92275
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[MISC] cudagraph_capture_sizes related improvements (#26016)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-24 05:11:05 -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>
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2025-10-16 21:40:25 +00:00 |
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Bram WastiandWentao Ye
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7d8975de84
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Deepseek-v3 Batch Invariant on 8xH100 (#26609)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-10-15 22:06:02 -07:00 |
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Adrian AbeytaandLuka Govedič
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0a9ef0cfce
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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>
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2025-10-15 19:01:38 -04:00 |
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Boyuan Fengandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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a86b4c58e8
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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>
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2025-10-14 22:53:10 +00:00 |
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Jaya Yuan
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ea97940d6c
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[DCP] Support Decode Context Parallel (DCP) for GQA with FlashAttention (#24864)
Signed-off-by: yuanyongjie.yyj <yuanyongjie.yyj@antgroup.com>
Signed-off-by: FENP <32334296+FENP@users.noreply.github.com>
Signed-off-by: Jaya Yuan <yuanyongjie.yyj@antgroup.com>
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2025-10-14 13:07:50 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Zhiyuan Li
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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>
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2025-10-08 23:43:39 -07:00 |
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Pei-Lun Liao
|
eb577e4655
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[Bugfix] Add missing sink tensor into flash attn cascade attn implementation (#26325)
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2025-10-07 18:56:39 +00:00 |
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Harry Mellor
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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>
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2025-10-05 07:06:22 -07:00 |
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+6
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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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Matthew Bonanni
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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>
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2025-09-25 17:37:50 +00:00 |
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Jonas M. Kübler
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69a8c8e99a
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[torch.compile] Make Query Quantization Fusable (#24914)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
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2025-09-25 09:25:12 -04:00 |
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Lucas Wilkinson
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2338daffd3
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[BugFix] Potential Fix for FA3 full-cudagraph IMA (#25490)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-09-24 02:04:04 -07:00 |
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