 Kunshang Ji
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8ad54a991b
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[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
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2026-02-24 22:22:49 -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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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 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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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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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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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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Wentao Ye
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e251e457c5
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[Log] Optimize Startup Log (#26601)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-14 02:06:57 +08:00 |
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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
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[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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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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Alexander Matveev
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0b7bed9c38
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[Performance] Remove input pads in cutlass_mla and optimize v_proj output handling (#25184)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
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2025-09-22 19:20:53 -06:00 |
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Wentao YeandTyler Michael Smith
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75fb112d80
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[Bug] Fix returned_lse not Defined issue (#25106)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-09-18 19:32:24 +00:00 |
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Matthew Bonanni
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8f3616f422
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Remove old cutlass mla (#23961)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-09-17 14:31:43 +00:00 |
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Alexander Matveev
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aae725af7c
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[Performance] Remove redundant clone() calls in cutlass_mla (#24891)
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2025-09-15 20:21:53 +00:00 |
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Ming Yangandyoukaichao
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86173ad593
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[Kernel] Support decode context parallelism on Blackwell with CUTLASS MLA (#24385)
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-09-08 09:27:12 +08:00 |
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ac201a0eaf
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[Feature] Support Decode Context Parallel (DCP) for MLA (#23734)
Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-09-06 13:24:05 +08:00 |
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Matthew Bonanni
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a742322092
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[Attention] Blackwell FP8 MLA support with CUTLASS_MLA backend (#23289)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-09-03 14:05:24 -04:00 |
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Matthew Bonanni
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19fe1a0510
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[Kernel] Add FP8 support with FlashMLA backend (#22668)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-08-22 02:26:32 +00:00 |
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Lucas Wilkinson
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14e2b0730b
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[BugFix] fix CUTLASS MLA full cudagraph (#23200)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-08-19 22:17:08 +00:00 |
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Wentao Ye
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90bbe0a5ad
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[Log] Warning Once for Cutlass MLA (#23137)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-08-18 23:24:16 -07:00 |
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74f441f4b5
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[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>
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2025-08-15 10:01:39 -04:00 |
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Wentao Ye
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5c3fbfe46b
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[Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-08-15 06:27:30 +00:00 |
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Michael Goin
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61445453df
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[UX] Rename CUTLASS_MLA_VLLM_V1 to CUTLASS_MLA (#21966)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-30 20:40:34 -07:00 |
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Woosuk Kwon
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752c6ade2e
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[V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-07-19 13:53:17 -07:00 |
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Alexander Matveev
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8cdc371217
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SM100 Cutlass MLA decode with unrestricted num_heads (< 128) for DeepSeek TP (#20769)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
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2025-07-15 01:06:38 +00:00 |
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Alexander Matveev
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5b032352cc
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[Attention] MLA - Flashinfer Ragged Prefill (#20034)
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2025-07-10 20:17:47 -07:00 |
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Jee Jee Li
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1caca5a589
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[Misc] Add SPDX-FileCopyrightText (#20428)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-07-04 07:40:42 +00:00 |
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Pavani Majety
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8058c91108
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[HOT-FIX] Add kv_sharing_target_layer_name argument to cutlass_mla backend (#19374)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-06-09 19:00:07 -04:00 |
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Kaixi Hou
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41aa578428
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[NVIDIA] Add Cutlass MLA backend (#17625)
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2025-06-03 21:40:26 -07:00 |
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