 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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7f7a32cfec
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[Spec Decode] DSpark confidence-scheduled verification (#47808)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-12 12:27:48 -07:00 |
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0a94d85a66
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[Bugfix][MRV2] Require all requests to be decoding for uniform-decode dispatch (#51865)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
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2026-08-11 17:15:06 -07:00 |
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Nick Hill
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c5d470ac4c
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[ModelRunner V2] Minor indexing optimizations (#51210)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-06 14:44:13 -07:00 |
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Giancarlo Delfin
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dec13a33b7
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[Model Runner V2][Spec Decode] Add multi-layer MTP speculator (#48892)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-07-30 15:54:15 -07:00 |
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Nick Hill
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50aa830482
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[BugFix][MRV2] Don't create dummy requests longer than max_model_len (#49751)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-07-27 02:04:20 +00:00 |
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Dakai AnandNick Hill
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65dcde1695
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[Bugfix] Fix PD disagg + MTP correctness for Qwen3.5(GDN) (#47466)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-07 13:51:22 +00:00 |
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Nick Hill
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8ad4a01825
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[ModelRunner V2] Simplify recent UnlimitedOCR-related changes (#46975)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-29 09:56:17 -07:00 |
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c6741b2ad4
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[Model] Support Unlimited OCR (#46564)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-06-27 23:09:18 -07:00 |
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Woosuk Kwonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0a3e2dbc09
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[Optimization] Skip DP padding tokens in MoE (#46428)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 14:54:46 -07:00 |
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eb28452b10
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[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
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2026-06-11 22:17:35 -07:00 |
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Nick Hill
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e15f20258b
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[ModelRunnerV2] Avoid pipeline parallel bubbles (#42187)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-02 14:02:01 -07:00 |
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zhrrr
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7a08b34fbf
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[Model Runner V2] support qwen35 / mamba hybrid model (#35520)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2026-05-07 09:31:05 -07:00 |
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Nick Hill
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fe85a92e86
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[Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-24 00:35:55 +00:00 |
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Woosuk Kwon
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2f8b4ce0c0
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[Model Runner V2] Do not initialize sampler for non-last PP ranks (#36824)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-03-12 03:55:28 +00:00 |
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Lucas Wilkinson
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483463f735
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[MRV2] Extensible CG dispatch rework (#35959)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-03-09 13:58:45 -07:00 |
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Woosuk Kwon
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a0a5178ab4
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[Model Runner V2] Use ModelState.prepare_attn() for cuda graph capture [5/N] (#35774)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-03-02 20:06:27 -08:00 |
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Woosuk Kwon
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1a014a0a93
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[Model Runner V2] Move MM encoder to Model States [3/N] (#35564)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-27 18:32:38 -08:00 |
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Woosuk Kwon
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86ac7bcf84
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[Model Runner V2] Support pooling models (#35120)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-27 18:03:01 -08:00 |
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Woosuk Kwon
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3d66502e1b
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[Model Runner V2] Prepare attn metadata in ModelState [2/N] (#35383)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-26 11:47:02 -08:00 |
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Woosuk Kwon
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c66aa48e99
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[Model Runner V2] Add model states [1/N] (#35350)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-26 11:20:35 -08:00 |
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Wentao Ye
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ab33d2a629
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[Feature] Decode Context Parallel support for GPU model runner v2 (#34179)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-02-17 16:27:15 -08:00 |
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Woosuk Kwon
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d74278fb67
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[Model Runner V2] Fix unintended CPU-GPU sync in make_dummy (#34667)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-16 19:00:29 -08:00 |
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zhrrrandWoosuk Kwon
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387a1898d9
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[Model Runner V2] support bad_words sampling param (#33433)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-02-16 16:36:06 -08:00 |
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zhrrr
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16786da735
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[Model Runner V2] support apply penalty for spec decode (#33251)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2026-02-06 10:56:48 -08:00 |
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Nick Hill
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cf0a99f84d
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[ModelRunner V2] Support spec decode with structured outputs (#33374)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-02-02 00:19:59 +00:00 |
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Woosuk KwonandWoosuk Kwon
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edf927bc9f
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[Model Runner V2] Fix slot_mapping after #25954 (#33046)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-01-25 18:29:49 -08:00 |
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Woosuk Kwon
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bb1848cd62
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[Model Runner V2] Support VLM (#32546)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-18 16:58:51 -08:00 |
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Woosuk Kwon
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4147910f1e
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[Model Runner V2] Move mrope_positions buffer to MRopeState (#32532)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-17 20:09:48 -08:00 |
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Woosuk Kwon
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0a7dd23754
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[Model Runner V2] Add support for M-RoPE (#32143)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-12 13:37:43 -08:00 |
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Woosuk Kwon
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025a32f9ed
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[Model Runner V2] Remove async barrier (#32083)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-11 20:24:30 -08:00 |
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Woosuk Kwon
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19504ac07f
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[Model Runner V2] Skip building deprecated fields in attn metadata (#32132)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-11 14:31:04 -08:00 |
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Woosuk Kwon
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cc050558f4
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[Model Runner V2] Implement get_num_sampled_and_rejected kernel (#30029)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-12-04 07:19:42 -08:00 |
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Cyrus Leung
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64bc09ba27
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[Core] Enable inputs_embeds_size separate from hidden_size (#29741)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-30 17:31:12 +08:00 |
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Woosuk Kwon
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ca1b1e7296
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[Model Runner V2] Refactor prefill token preparation (#29712)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-28 19:49:17 -08:00 |
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Woosuk Kwon
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1dcafb3dea
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[Model Runner V2] Support penalties using bin counts (#29703)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-28 17:53:17 -08:00 |
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Woosuk Kwon
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f32c7d6f54
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[Model Runner V2] Simplify Eagle bookkeeping with num_rejected (#29347)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-24 13:54:59 -08:00 |
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Woosuk Kwon
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cec418b5df
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[Model Runner V2] Change Numba AoT to JIT (#29328)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-24 09:34:37 -08:00 |
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Woosuk Kwon
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cc313cb73d
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[Model Runner V2] Implement Single-step Eagle 1 (#29300)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-24 09:32:27 -08:00 |
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Woosuk Kwon
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b004c00418
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[Model Runner V2] Support spec decoding [1/N] (#29274)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-23 10:09:06 -08:00 |
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Woosuk Kwon
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7f12c82fa6
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[Model Runner V2] Change bookkeeping logic in preparation for spec decoding (#29194)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-23 09:42:52 -08:00 |
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Wentao Ye
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1d34eb11e0
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[CI] Bug: Fix triton import issue (#29202)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-21 17:14:49 -08:00 |
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Woosuk Kwon
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30b44a1598
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GPU Model Runner V2 (#25266)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-11-21 08:20:55 -08:00 |
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