 Juntian LiuandClaude Opus 5.5
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388a610dfb
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[Perf][DFlash] Capture context combine and anchor in the draft CUDA graph (#59511)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-14 15:40:52 -04:00 |
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Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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ad8d39cbab
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[Bugfix] Fix DSpark graph-padding handling in the DeepSeek-V4.1 MoE fused top-k (#59166)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-14 07:49:52 +08:00 |
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Nick Hill
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7d1d8660d6
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[MRV2] Miscellaneous code structure updates (#60754)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-10-09 17:58:09 -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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c23ca06b6d
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[Bugfix][Structured Output] Feed the token that implicitly ends reasoning to the grammar (#59627)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Yifan Zong <263738792+yzong-rh@users.noreply.github.com>
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2026-10-08 19:38:33 +00:00 |
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819852df6b
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[ModelRunner V2] Speculative Decoding NGram GPU Implementations (#40704)
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Signed-off-by: PatchouliTaisa <pyramkar@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Xuanan Chen <xuananchenc@nvidia.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Xuanan Chen <xuananchenc@nvidia.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
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2026-10-06 13:32:59 -07:00 |
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Wentao Ye
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8bdd8d847d
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[GLM 5.3 Perf] Enable fused multi-step decode, 13.3% E2E throughput improvement for concurrency 1 (#57443)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-02 20:05:27 -04:00 |
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Harry MellorandClaude Opus 5
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e3cae8d2ac
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[Model] Use upstream GLM-5.3 and Qwen4-Exp configs and processor (#57387)
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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2026-10-02 02:25:18 +00:00 |
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34c458d27f
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[Bugfix] Don't let a structured-output request sample from an unmasked row (#54442)
Signed-off-by: ArcheyChen <45146080+ArcheyChen@users.noreply.github.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: GPT-5.6 <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-01 02:11:44 +00:00 |
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0f8b398158
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[watermarking] add context deduplication support to speculative decoding (#56807)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-09-30 12:22:10 -04:00 |
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Harry MellorandClaude Opus 5.5
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fc2c801ad9
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Disable mypy arg-type and assignment checks in tests (#59428)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-09-30 15:18:50 +00:00 |
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5225f1bacb
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[MyPy][3/N] Fix MyPy errors in test groups (part 3) (#55939)
Signed-off-by: Taimys <ffy2281693949@gmail.com>
Signed-off-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com>
Co-authored-by: Taimys <ffy2281693949@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-09-30 11:06:07 +00:00 |
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fedbc3b564
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[Bugfix][MRV2][Spec Decode] Reject draft slots that were never proposed (#58784)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-28 13:07:15 -07:00 |
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e7c903609f
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[Perf][MRV2] Allow FULL decode graphs for one-token prompt tails (#58400)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-28 12:48:52 -07:00 |
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BaoYunkai
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f6877f563c
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[Bugfix][Spec Decode] Implement get_top_tokens() on the ROCm DeepSeek V4 MTP drafter (#57568)
Signed-off-by: BaoYunkai <ybao@amd.com>
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2026-09-28 20:16:38 +08:00 |
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927c87b347
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[PCP][DCP] Support DCP target model with non-DCP Dspark (#56723)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-26 18:12:35 -04:00 |
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a4eb3f25d6
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[Spec Decode] Enable Gemma4 DSpark adaptive verification with FlashInfer (#57263)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-26 17:01:17 +08:00 |
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73a78e6f1f
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[SpecDecode] Add LiLiCorr drafter (#57934)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2026-09-25 10:08:28 -04:00 |
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90a9515006
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[Cleanup] Remove online quantization support in fp8.py in favor of online shorthands (#53585)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-24 12:48:14 -07:00 |
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Nick Hill
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09fe178dba
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Revert "[DSpark] Support pipeline-parallel targets in aggregated serving (#56956)" (#58484)
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2026-09-24 08:48:36 -07:00 |
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Wentao Ye
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3c42385d7d
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[Refactor] Remove dead or duplicate tests (#58446)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-24 10:29:56 -04:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
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[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 14:14:10 +00:00 |
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157bcb7c48
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[DSpark] Support pipeline-parallel targets in aggregated serving (#56956)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-23 04:52:28 -07:00 |
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Nick Hill
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afec265bca
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[MRV2] Miscellaneous code cleanup (#57980)
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2026-09-23 01:51:52 -07:00 |
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Michael Lapshin
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d421a2e8fc
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[Perf] Remove CPU-GPU sync in heterogeneous vocabulary speculative decoding (#57396)
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2026-09-22 18:34:19 -04:00 |
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lucamotz
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276db94fb2
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[Bugfix][Model][Spec Decode] Defer disposable GLM MTP head (#55442)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
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2026-09-22 20:08:27 +00:00 |
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Yicong Wang
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c4d424c2e2
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[Bugfix][Spec Decode] Cap DFlash/DSpark profiling query batch (#56448)
Signed-off-by: wangyicong <wangyicong@bytedance.com>
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2026-09-22 12:36:32 +08:00 |
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siyuandIsotr0py
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c723a831a8
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[Fast Start] Cache the MTP draft model in a separate daemon group (#57312)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-22 03:13:38 +00:00 |
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Misha Goin
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db7a24c230
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[Perf] Add fused DFlash2 grouped convolution (#55960)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-17 21:38:59 +00:00 |
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Doug Brown
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2b02c6c29b
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[Model] Add Cohere2MoE Eagle3 auxiliary hidden states (#49819)
Signed-off-by: Doug Brown <doug@github.douggo.com>
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2026-09-17 20:09:36 +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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yzong-rh
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e6960af33b
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[Refactor] StructuredOutputManager x Speculative Decoding Refactor (#48200)
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2026-09-15 09:48:49 -04:00 |
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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>
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2026-09-14 15:58:48 -07:00 |
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82a85dc1d2
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[Attention] Add Triton/FlashInfer composite for multimodal prefix attention (#56305)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-13 14:29:41 +00:00 |
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Woosuk KwonandOpenAI Codex
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2671fedfc7
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[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
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[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
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[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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Canlin GuoandCodex
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dca96bf97b
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[Bugfix][Spec Decode] Avoid fastsafetensors deadlock for PP draft models (#54416)
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-12 14:22:30 +08:00 |
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Giancarlo Delfin
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9dcf6bf344
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[BugFix] Fix DP token padding in dflash attention metadata (#56181)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-09-11 14:33:53 -07:00 |
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Andreas KaratzasandOpenAI Codex
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9dd969da09
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[Model][ROCm] Enable DeepSeek V4 Vision (#55107)
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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2026-09-11 09:17:30 -07:00 |
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d0dfe587d5
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[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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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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83fe99399e
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[Spec Decode] Add NVFP4 DSpark gathered top-k projection (#55713)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 17:33:46 +00:00 |
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9c2d21046b
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[Bugfix][Spec Decode] Honour the draft's moe_backend on Model Runner V2 (#54788)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.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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2026-09-08 16:50:07 -07:00 |
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Flora FengandWentao Ye
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29f46ac475
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[Perf] Eliminate full-history reasoning scans for structured outputs (#55223)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-08 14:07:16 -07:00 |
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Stefano Castagnetta
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2524051385
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[Bugfix][Spec Decode] Honour the draft's attention_backend on Model Runner V2 (#54826)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-09-04 12:23:19 -07:00 |
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Giancarlo Delfin
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fe755c8899
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[Bugfix][Model Runner V2][Spec Decode] Decouple the draft's gumbel noise stream from the target's (#54282)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-08-29 09:58:29 -07:00 |
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d3d79ffc1e
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[Bugfix][Spec Decode] Capture the widest uniform decode batch by default (#50488)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Signed-off-by: Rahul Chalamala <rahul@modal.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Devin <devin@cognition.ai>
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2026-08-28 22:38:13 -07:00 |
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