 Cyrus Leung
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c8824a1e42
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[MM] Move supports_multimodal_inputs and cache out of registry (#57913)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-21 07:43:07 -07:00 |
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0b7f11a1ee
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[AuxOutput] Add block-keyed storage for routed-expert outputs (#45635)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-21 10:25:05 +00:00 |
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Matt MastracciandClaude Fable 5.1
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601e1c7c51
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[Perf] Give a prefill-only batch the model state's number of logit rows (#57416)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-20 04:58:30 +00:00 |
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5302d1fe40
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[Model Runner V2] Support custom logits processors (#56497)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-19 17:46:49 +00:00 |
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Cyrus Leung
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751f6807d9
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[Refactor] Use dynamic MM cache in processor (#57674)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-19 15:38:00 +00:00 |
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waizuichougou
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a1bf8ac12d
|
[Bugfix][MRV2] Match fast-prefill padding to active LoRA batches (#56456)
Signed-off-by: waizuichougou <2082431897@qq.com>
Signed-off-by: waizuichougou <105572299+waizuichougou@users.noreply.github.com>
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2026-09-18 22:13:23 +00:00 |
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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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Robert ShawandClaude Opus 5
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861a299adc
|
[Bugfix][Model Runner V2] Route dummy tokens to MoE experts during profiling (#57270)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-17 10:11:14 -04:00 |
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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
|
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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Giancarlo Delfin
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85c1f58d50
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[BugFix][Model Runner V2][Spec Decode] Fix decode instance's multi-layer MTP kv caches during P/D (#55055)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-09-15 17:31:25 -07:00 |
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Nick Hill
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f2aad6aa70
|
[MRV2] Buffer util simplifications (#56888)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-15 20:36:51 +00:00 |
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|
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676650397f
|
[Feature][PCP] Support decode-only FULL CUDA graphs (#53867)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: QiuChunshuo <chunshuoq@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-15 16:27:46 +08:00 |
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Giancarlo Delfin
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3bb0a03f35
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[Model Runner V2] Acceptance estimation for adaptive verification (#52228)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
|
2026-09-14 15:58:48 -07:00 |
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鐘天楽andNick Hill
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0a5747d410
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[Profiler] Add Proton CUDA graph attribution for MRV2 (#51084)
Signed-off-by: Luossu <zhluosuu@outlook.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-14 19:02:07 +00:00 |
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Anjie HouandCodex
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73d2a8cf86
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[2/2][Model Runner V2] FULL CUDA graph capture for microbatched steps (DBO) (#51700)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-13 22:42:33 -07:00 |
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Roberto L. CastroandCodex
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186a1e6222
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[Warmup] Gemma 4 de-JITification (#55768)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-13 16:47:21 -04:00 |
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Taneem Ibrahim
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0cf266a469
|
[Pooling] Support prompt embeddings in MRV2 decoder pooling (#56639)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-13 05:49:45 +00:00 |
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Woosuk KwonandOpenAI Codex
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2671fedfc7
|
[MRV2] Revert explicit Triton JIT warmup migration (#56654)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-13 04:07:56 +00:00 |
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aed894c190
|
[6/N][warmup][DSv4] Migrate sampling, and DFlash JIT kernels (#56323)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-12 17:24:24 -07:00 |
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7ee8a6dd01
|
[watermarking] Dual-key gumbel-max watermarking for speculative decoding support (#56122)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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2026-09-12 18:42:01 +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>
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2026-09-12 00:36:47 -04:00 |
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6fe67cbbf3
|
[Spec][V2] Support MTP speculative decoding under pipeline parallelism (#46994)
Signed-off-by: Chris Eastwood <chris.eastwood@pwn4g3.dev>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-11 17:55:21 +00:00 |
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d0dfe587d5
|
[Bugfix] Fall back to full decode graphs for noncompiled models (#55095)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-09-11 01:56:05 -07:00 |
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980c16c8e4
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[PCP][Spec Decode] Adds PCP support for single-module MTP and replicated DSpark. (#56107)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-10 22:07:53 -07:00 |
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Nick Hill
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e6cb56337b
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[Core] MRV2 support for fast-prefill (#56145)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-10 10:36:04 -07:00 |
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83990f5bcc
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[Bugfix][MRV2] Initialize DCP metadata after batch partitioning (#55212)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Ziyang Zhang <hafuhafu@qq.com>
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: Ziyang Zhang <hafuhafu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-10 06:50:09 +00:00 |
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ea40bb9e90
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[feature] Watermarked generation and detection (Gumbel-max algorithm) (#54053)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 21:00:15 -07:00 |
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d87a440f88
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[Core][MRV2] Support eagle3 spec decode with pipeline parallel (#50514)
Signed-off-by: Yongqin Wang <yongqinwang@roblox.com>
Co-authored-by: Cursor <noreply@cursor.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-05 11:45:34 +08:00 |
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685074cd61
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[Bugfix][V2] Warm up kernels before capturing CUDA graphs (#55341)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-04 22:44:18 +00:00 |
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3f41d102c5
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[1/2][Model Runner V2] DBO support, eager mode (#50945)
Signed-off-by: specture724 <specture724@gmail.com>
Signed-off-by: Anjie Hou <149605198+specture724@users.noreply.github.com>
Co-authored-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-09-04 14:17:39 -07:00 |
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YizhouandOpenAI Codex
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8f816a3f66
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[MRV2][Metrics] Support CUDAGraphStat in MRV2 (#52358)
Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-04 07:19:50 +00:00 |
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Jiangyun Zhu
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98ed0856f3
|
[Model] add GLM-5.3-Flash support (#53906)
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2026-09-03 09:40:35 -07:00 |
|
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Andrii SkliarandAndrii Skliar
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adebc41b7e
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[Mamba] Add FlashInfer ReplaySSM backend (#52506)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-09-01 10:26:43 -04:00 |
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Roberto L. CastroandCodex
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e16b5e518d
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[1/N][warmup][DSv4] Migrate generic MLA metadata and indexing kernels (#50175)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
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2026-08-31 23:26:05 -04:00 |
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Nick Hill
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c28feab989
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[Core][MRV2] Freeze gc during V2 CG capture; skip per-descriptor cleanup (#54646)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-31 19:37:46 -07:00 |
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AusarandClaude
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6bafc049aa
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[Bugfix][PP] Never drop a decoding request from the sampled-token broadcast (#54436)
Signed-off-by: ArcheyChen <45146080+ArcheyChen@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-31 23:49:54 +00:00 |
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+5
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e126687a9a
|
[Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-31 05:57:56 +00:00 |
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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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Nick HillandKimi Code
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96242aa50d
|
[Bugfix][MRV2] Release layer-bound KV cache memory in shutdown() (#54246)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
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2026-08-28 21:27:09 +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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Qiu Chunshuo
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b3af042abd
|
Bugfix: use PCP slot mappings for PIECEWISE capture (#53869)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
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2026-08-27 05:39:36 +00:00 |
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Giancarlo Delfin
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5acc1c4e4b
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[Model Runner V2][Spec Decode] Skip DP sync before EAGLE/MTP draft prefill (#53694)
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2026-08-26 20:59:35 -07:00 |
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|
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b1fbbc2ade
|
BugFix(PCP): use persistent input buffers for PIECEWISE CUDA graphs (#53515)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-26 05:58:13 +00:00 |
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Misha Goin
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7de96050c5
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[Spec Decode] Enable adaptive DSpark on SM100 sparse MLA (#52783)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-08-25 13:31:15 -04:00 |
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Giancarlo Delfin
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d154d90d6c
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[Model Runner V2] batch-sharded sample (#50465)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-08-24 15:49:57 -07:00 |
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a4d70bef37
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[Model Runner V2] Reserve CUDA graph memory (#53306)
Signed-off-by: Anh Tran <anh.tran.3889@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Anh Tran <anh.tran.3889@gmail.com>
Co-authored-by: anhtra3889 <anhtra@nvidia.com>
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2026-08-23 23:11:19 -07:00 |
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Tianyu Guo
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7ca49fbe4b
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[Refactor][Model Runner V2][Multimodal] Move the encoder-only path out of the shared runner (#53176)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
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2026-08-22 05:11:44 +00:00 |
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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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01af92e175
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[Feature][Model Runner V2] Support extract_hidden_states speculation (#49811)
Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-20 11:13:43 -04:00 |
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