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d9c7730877
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[Performance] Extract kv update ops from MLA attention backends (#34627)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Di Wu <dw2761@nyu.edu>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-03-02 10:43:19 -05:00 |
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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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9c3fe9936b
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Flashinfer cuDNN backend for Qwen3 VL ViT attention (#34580)
Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Shang Wang <shangw@nvidia.com>
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2026-02-27 20:20:23 +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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2ff4e51152
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[ROCm] AITER fused RoPE+KVCache (#33443)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: charlifu <charlifu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-02-23 19:06:00 -08:00 |
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Yan Ma
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b1b5e045df
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[XPU] allow TORCH_SDPA/TRITON_ATTN as XPU vit Backend (#35010)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-02-23 05:06:44 -08:00 |
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Vadim Gimpelson
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74d90b1ce4
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[Model Bash][DSR1] Add selective dynamic shape marking for CustomOp (#34900)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-02-21 19:28:01 -05:00 |
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Lucas Wilkinson
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aaefc58ee0
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[CI] Revert PRs 34818 and 33600 (#34979)
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2026-02-20 13:25:50 -08:00 |
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Matthew BonanniandRobert Shaw
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662205d34e
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[Bugfix] Fix Basic Models Test (#34818)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-19 14:49:07 -08:00 |
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Isotr0py
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71cd89264f
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[MM Encoder] Add Triton ViT attention backend (#32183)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-15 06:32:47 -08:00 |
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f2c47886fd
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[Attention] Add FlashInfer Sparse MLA backend (#33451)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-02-12 17:21:54 +00:00 |
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Pavani Majety
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578977bb5e
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[SM100] Resubmit FMHA FP8 prefill for MLA (#31195)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2026-02-10 16:18:43 -05:00 |
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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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Rabi Mishra
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20d7454c9b
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fix(ROCm): Make flash_attn import optional in MLA attention (#33511)
Signed-off-by: rabi <ramishra@redhat.com>
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2026-02-06 02:22:53 +00:00 |
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Matthew Bonanni
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4145e50d85
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[Bugfix] Fix DSV3.2 NVFP4 (#33932)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-02-05 19:22:19 +00:00 |
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jiahanc
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59a5cb387a
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[perf] Integrate flashinfer concat_mla_k (#31171)
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2026-02-05 05:23:11 -05:00 |
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Chauncey
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a7be77beef
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[Bugfix] fix DeepSeek R1 with CUTLASS MLA Broken on B200 (#33637)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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2026-02-05 01:28:36 +00:00 |
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Taeksang Kim
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6e98f6d8b6
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Implement zero-copy GQA for multimodal and CPU (#33732)
Signed-off-by: Taeksang Kim <ts.kim@hyperaccel.ai>
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2026-02-04 20:11:39 +00:00 |
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Matthew Bonanni
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bd8da29a66
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[Bugfix] Fix sparse MLA metadata building (#33579)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-02-03 15:29:48 -08:00 |
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Matthew Bonanni
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aaa901ad55
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[Attention] Move MLA forward from backend to layer (#33284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-30 19:30:00 -08:00 |
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Matthew Bonanni
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1cbccb6dba
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[Attention] Use has_flashinfer helper (#33177)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 18:33:17 +00:00 |
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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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Lucas Wilkinson
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da5e7b12be
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[MLA] Fuse cat and qaunt for fp8 kv-cache (#32950)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-01-24 16:03:02 +00:00 |
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Isotr0py
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9ad7f89f55
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[Models]: Make Multimodal config implicit in ViT implementation (#31972)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-24 20:34:26 +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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586a57ad7e
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fix: Add glm4_moe_lite to MLA detection (#32614)
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-01-23 12:38:57 -08:00 |
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Matthew BonanniandWentao Ye
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1a1fc3bbc0
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[Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32615)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-19 18:41:34 -05:00 |
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Matthew Bonanni
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2e7c89e708
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Revert "[Attention][MLA] Make FLASHINFER_MLA the default MLA backen… (#32484)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-17 04:42:39 +00:00 |
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Aleksandr MalyshevandAleksandr Malyshev
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8c11001ba2
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[ROCM] DSfp4 mla projection gemms weight dynamic quantization (#32238)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2026-01-15 14:13:08 -06:00 |
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Matthew BonanniandWentao Ye
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8ebfacaa75
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[Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32339)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-15 09:49:57 -05:00 |
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Matthew BonanniandLuka Govedič
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2263d44b68
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[4/N][Attention] Move MLA common to model_executor (#32060)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-01-13 09:08:45 -08:00 |
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Matthew Bonanni
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98f60e5acb
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[6/N][Attention] Move utils to more appropriate locations (#32215)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-13 05:38:52 -08:00 |
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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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Lucas Kabela
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ea6d067a2a
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[Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-01-09 22:01:38 -05:00 |
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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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Woosuk Kwon
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925f3332ca
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[Core] Refactor Attention Take 2 (#3462)
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2024-03-25 04:39:33 +00:00 |
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SangBin Cho
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6e435de766
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[1/n][Chunked Prefill] Refactor input query shapes (#3236)
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2024-03-20 14:46:05 -07:00 |
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Zhuohan Li
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2f8844ba08
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Re-enable the 80 char line width limit (#3305)
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2024-03-10 19:49:14 -07:00 |
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Zhuohan Li
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f48c6791b7
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[FIX] Fix prefix test error on main (#3286)
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2024-03-08 17:16:14 -08:00 |
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Woosuk Kwon
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1cb0cc2975
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[FIX] Make flash_attn optional (#3269)
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2024-03-08 10:52:20 -08:00 |
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Woosuk Kwon
|
2daf23ab0c
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Separate attention backends (#3005)
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2024-03-07 01:45:50 -08:00 |
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