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df6c7ad031
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[Core][Refactor] Move KV cache planning logic to kv_cache_planning.py (#61183)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 03:05:39 +00:00 |
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Woosuk KwonandClaude Opus 5.5
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e1a5086256
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[Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 10:41:07 -07:00 |
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Nick Hill
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f8471164bf
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[MRV2] Detatch weight-reload logic from MRV1 (#60937)
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2026-10-10 21:15:05 -07:00 |
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02e55d2af3
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[KV Cache] GLM-5.3-Flash: use the generic packed KV layout; CircularBufferSpec tail with speculative ring slots (#57169)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-09 15:48:37 -04:00 |
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zzaebokandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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702ce313f4
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[Perf][Multimodal] Sort multimodal encoder inputs by modality (#60196)
Signed-off-by: Jaebok Lee <jaebok9541@naver.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-09 10:55:36 +08:00 |
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c83935b300
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[Bugfix][Model Loader] Support reload_weights with runai_streamer load format (#58124)
Signed-off-by: Viktor Koukouliev <vkoukouliev@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-10-07 14:04:35 +00:00 |
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bd42276e1e
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[Misc][Platform] Check aligned KV block sizes against every attention backend (#58457)
Signed-off-by: Divy <divy@coralbricks.ai>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-04 11:13:20 -04:00 |
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004e37ece2
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[Misc] Name each backend and its kernel block sizes in block-size errors (#58557)
Signed-off-by: Eugenio "Jay" Zuccarelli <11176606+jayzuccarelli@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-28 14:33:18 +08:00 |
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DivyandClaude Opus 5
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e26547adfb
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[Bugfix] Pick a KV block size supported by every attention backend (#49845)
Signed-off-by: Divy <divy@coralbricks.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-23 16:36:35 -04:00 |
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ac2f0ea82c
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[MoE][Bugfix] Skip SP padded rows in grouped MoE routing (#56079)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-17 19:36:19 +00:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 10:57:24 -07:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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d43bb2f37f
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[3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
|
2026-09-12 00:36:47 -04:00 |
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Nicolò Lucchesi
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7f4793eaa3
|
[Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-08-29 16:03:53 +00:00 |
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Ronaldandaoshen02
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479eeb32d2
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[Bugfix][MRV2] Isolate sleep-mode KV allocations (#53508)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-08-27 15:08:28 -07:00 |
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Lucas Wilkinson
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8bdc70ec7b
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[6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-08-21 17:47:49 -07:00 |
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Canlin GuoandNick Hill
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455edc022b
|
[ModelRunnerV2] Support prompt embeds (#42963)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-17 21:58:50 +00:00 |
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James E T SmithandAndreas Karatzas
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9b0ab5dd53
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[ROCm][AMD] Enable preshuffled sparse indexing for 16-token blocks (#51216)
Signed-off-by: jamesETsmith <james.smith9113@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-14 12:38:14 -05:00 |
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95c9144424
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[LoRA][Gemma4] Support vision tower LoRA (#42662)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <joy25810@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <joy25810@gmail.com>
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2026-08-13 22:07:43 +08:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
|
[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 14:19:16 -04:00 |
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Tyler Michael SmithandOpenAI Codex
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12292d94b2
|
[CI] Detect and fail evals on when NaNs appear in logits (#50323)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-04 23:02:58 +00:00 |
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Matthew Bonanni
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a0cd2b69b3
|
[Bugfix] Universally align block table width to 128 tokens (#50302)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-07-31 08:52:17 -07:00 |
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Kevin Glynn
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56f31af62a
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[Bugfix] Fix /wake_up crash on hybrid models (Mamba/DeltaNet) (#41602)
Signed-off-by: Kevin Glynn <kevglynn@gmail.com>
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2026-07-29 00:17:35 +00:00 |
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Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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7b40fb9645
|
[UX] Reject incompatible nested runtime overrides (#49247)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-24 07:16:22 -07:00 |
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51878e5b6e
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[2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
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: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-07-11 11:11:16 -04:00 |
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Yan XuandJingyi Yang
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95ed0feaa5
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DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
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2026-07-09 21:34:45 -07:00 |
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Walter Beller-Morales
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dd127d82ed
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[Core][Engine] only materialize tokens when thinking budget is in req (#47053)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
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2026-07-07 21:02:38 -06:00 |
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Yiliu DongandNick Hill
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00eb7cefa3
|
[Bugfix] Prevent padding placeholders from reaching embeddings (#47029)
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Signed-off-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-01 09:26:03 -07:00 |
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Aaron HaoandClaude Sonnet 4.6
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77a9c5ae28
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Weight sync refactor + move sparse nccl engine (#44353)
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: haoaaron <ahao@anyscale.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-07-01 01:25:19 -07:00 |
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Nick Hill
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7df3d7dada
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[Core] Ensure memory is pinned prior to async h2d copy (#45424)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-20 20:02:24 -07:00 |
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Wentao Ye
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2c27c294c0
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[Model Runner V2] Fix mrv2 mm lora issue (#44450)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-08 14:30:09 -04:00 |
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Yan Maandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0414d75410
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[XPU] skip unapplied UT in test_gpu_model_runner.py (#44289)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-04 08:48:17 +08:00 |
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Siddharth BedekarandOpenAI Codex
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266b9d9c64
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[Frontend][Core] Add sparse NCCL weight transfer support for in-place updates (#40096)
Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-06-01 15:37:30 -04:00 |
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Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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7e53283b1c
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[Core] Cleanup KVConnector handling with PP + fix MRV2 (#43732)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-28 13:12:03 -07:00 |
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7e33081cee
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[Attention] Make FlexAttention and FlashAttention use num-blocks first layouts (#42095)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-05-26 19:55:56 -07:00 |
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Siddharth Bedekar
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f51f6844f9
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[Bugfix][Spec Decode] Wire draft_probs into probabilistic draft_model rejection (#40269)
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2026-05-13 21:04:03 -04:00 |
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27702f6d08
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[Bugfix] Fix token loss in PP mode which causes degraded accuracy (#41133)
Signed-off-by: Jing Wang <jingwang96@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-06 14:07:32 -04:00 |
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wi-adam
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b53c507bc9
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[Bugfix] Skip PP sampled-token receive on last rank during async scheduling (#40749)
Signed-off-by: Adam Winstanley <adam@winstanley.industries>
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2026-05-06 05:31:14 +00:00 |
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wliao2
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32e0c0bfa2
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refactor hard coded device string in test files under tests/v1 and tests/lora (#37566)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-03 11:21:47 +08:00 |
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3b1dbaad4e
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[HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-03-30 16:47:30 +00:00 |
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Collin McCarthyandNetanel Haber
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1031c84c36
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Fix ambiguous num_blocks for hybrid attn mamba (#37236)
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-03-30 11:09:45 +00:00 |
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Nicolò Lucchesi
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cc06b4e86b
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[Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-30 09:41:50 +00:00 |
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Wentao Ye
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c59a132f96
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[V0 Deprecation] Refactor kv cache from list to element (#37487)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-23 20:10:11 -07:00 |
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Nicolò Lucchesi
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098d844731
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[NIXL][1/N] Refactor kernel_block_size detection (#35752)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-11 01:11:23 -07:00 |
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lifandmcelrath
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00b814ba5a
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[V0 Deprecation] Remove unused swap_space parameter (#36216)
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
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2026-03-07 22:09:55 +08:00 |
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haosdentandzjy0516
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d6e04f4c43
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[Bugfix] Cap FULL decode cudagraph sizes for Mamba/hybrid models (#34094) (#34571)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-03-04 11:56:22 +01:00 |
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dea268336f
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[1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
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2026-02-28 04:46:42 +00:00 |
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Nicolò Lucchesi
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cabdaa7619
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[Misc] Move GPUModelRunner.prepare_kernel_block_sizes to utils (#35400)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-02-27 11:42:51 +08:00 |
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Kyle Sayers
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f857a03f6b
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[QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-01-30 08:50:05 -07:00 |
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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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