 Rohan PotdarandClaude Opus 5.5
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7900d2eabc
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[Test] Accept tied tokens at the k-th value in the Triton top-k test (#60726)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 08:18:44 -05:00 |
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stefankoncarevic
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90f4936d9e
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[CI/Build] Widen the ragged prefill scoring tolerance, drop batch invariance (#60192)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-10-07 16:21:47 +08:00 |
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Mia Ojeda
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3313825983
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[Bugfix][DiffusionGemma] Read the causal mask as int32 and compile the sample step (#59992)
Signed-off-by: ojeda-e <eojeda@league.com>
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2026-10-06 19:25:51 +08:00 |
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Raphaël RiallandandSimon Veitner
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c32495d58f
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[watermark] compatibility validation (#56801)
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>
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2026-10-05 14:37:13 -04:00 |
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stefankoncarevic
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f2d8fbf459
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[CI/Build] Run the prefill token scoring test under batch invariance (#60056)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-10-05 10:32:33 -05:00 |
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e319f86f15
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[Feature] Per-row candidate IDs for prefill token scoring (M2 of #56860) (#56984)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-03 14:17:09 +00:00 |
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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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sashko-zakharchuk
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a96ee5935d
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[MRV2] Add DRY as a custom logits processor example (#50584)
Signed-off-by: Oleksandr Zakharchuk <oleksandr.zakharchuk@gmail.com>
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2026-09-29 19:46:00 +00:00 |
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b721a4c709
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[Feature] Add fixed-token prefill scoring (#54335)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-28 07:50:09 -07:00 |
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Matt MastracciandClaude Fable 5.1
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353e491efd
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[Perf] DiffusionGemma: one-pass sampler statistics kernel (#58226)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-25 14:14:55 -04:00 |
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ab3de6edf2
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[Perf] DiffusionGemma: constrained reads over the request's logprob_token_ids (#58216)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-09-24 13:15:08 -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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44bf011f44
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[Dependency] Upgrade FlashInfer version to 0.7.0 (#58069)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-09-23 22:45:23 -07:00 |
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1b3b88ec2b
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[Core] structured generation mode for DiffusionGemma model (Jev-like) (#57250)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Razorback16 <razorback16@protonmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Razorback16 <razorback16@protonmail.com>
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2026-09-22 20:51:17 +00:00 |
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Martín el CheikhandClaude
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2e50824766
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[Bugfix] Fall back to native sampling when FlashInfer cannot target the GPU (#48956)
Signed-off-by: martin el cheikh <martinelcheikh@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-09-17 12:27:54 +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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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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Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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bf95f58d10
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[Core] Triton kernel for small-batch top-p only masking (#54651)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-03 07:52:47 -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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a1c5b1fd9f
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[Core][V1] Support trace_decode_token_ids for deterministic decode replay (#46701)
Signed-off-by: ianzxliu <ianzxliu@tencent.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Zhixia Liu <liuzhixia.nju@gmail.com>
Co-authored-by: ianzxliu <ianzxliu@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-20 15:12:43 +08:00 |
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76fb6d210a
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[Bugfix][Core] Reserve the KV null block when validating max_model_len (#47272)
Signed-off-by: hyungjun oh <92hyungjun@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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2026-08-20 02:49:23 +00:00 |
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Henry Su
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c94cdd0ae0
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[Bugfix][Sampling] Clear empty side on thinking-budget asymmetric SWAP (#49613)
Signed-off-by: Henry Su <henrysu4707@gmail.com>
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2026-08-15 21:13:02 +00:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
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[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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Qiming Zhang
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5d7647a109
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[UT] add skipif for rocm aiter sampler UT (#50530)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
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2026-07-31 16:32:49 +08:00 |
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Michael GoinandOpenAI Codex
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d6247d7173
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[Spec Decode][Perf] Replicate DSpark Markov head across TP ranks (#49731)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-29 11:43:51 -04:00 |
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Zach Zhu
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58f9659397
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[Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665)
Signed-off-by: Zach Zhu <zzqshu@126.com>
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2026-07-29 04:20:40 +00:00 |
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vllm-agentandvllm-agent
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1134545b6f
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Revert "[Sampler] Stop upcasting logits to fp32 in apply_sampling_params" (#48641) (#49033)
Co-authored-by: vllm-agent <vllm-agent@users.noreply.github.com>
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2026-07-21 09:36:45 +01:00 |
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425c4eafb0
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[Sampler] Stop upcasting logits to fp32 in apply_sampling_params (#48641)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-17 18:15:20 -07:00 |
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41ea2dd44a
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[Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
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2026-07-17 21:58:59 +01:00 |
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Turner JabbourandClaude
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7aab6e2684
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[ROCm][Bugfix] Enable the fp32 head_dtype torch.mm fast path on ROCm (#48688)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-15 08:18:22 +00:00 |
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Karthik KothuriandClaude
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4f7fffb92f
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[Core][LoRA] Support fp32 lm_head (head_dtype) on the LoRA path (#48525)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-15 09:51:09 +08:00 |
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Micah Williamson
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0f0f28b537
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[Bugfix][CI] Fix test_head_dtype quant_method test on ROCm (#48654)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-07-14 18:31:36 -05:00 |
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107a03ba63
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[Core] Support fp32 lm_head for generation models via head_dtype (RFC #48305 §3.6) (#48390)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-07-13 16:43:34 +08:00 |
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Guan-Ming Chiu
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ed051fab54
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[Bugfix] Reject sampling params unsupported by diffusion models (#45418)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-07 11:25:36 +00:00 |
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Kunshang Ji
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fb42e5219e
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[Platform] Replace torch.cuda.mem_get_info with torch.accelerator.get_memory_info (#44825)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
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2026-06-30 14:39:52 +08:00 |
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3c43237233
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[Bugfix][Model Runner V2][Spec Decode] Fix int32 offset overflow in sampler kernels (#46560)
Signed-off-by: xiaojun.wei <jessiewei747@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-06-24 11:00:57 -07:00 |
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Nick Hill
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7ee4d22009
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[Spec Decode] Reject placeholder (-1) draft tokens in rejection sampler (#46533)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-24 03:32:32 +00:00 |
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Ting SUN
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a46f3eb232
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[Bugfix][Model Runner V2] Preserve all allowed_token_ids in the logit bias kernel (#46245)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-06-23 07:01:13 +00:00 |
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Micah Williamson
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fa36f86d77
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[CI] Torch 2.11 flaky test_spec_decode_logprobs and gritlm tests (#45772)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-06-23 01:26:54 +00:00 |
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Chaojun ZhangandKunshang Ji
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556b063e45
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[XPU] Fix test_spec_decode_logprobs: use FLASH_ATTN for XPU in GPU_DETERMINISM_KWARGS (#44468)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-17 11:07:04 +08:00 |
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Juan Pérez de Algaba
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8a5cf1ccd6
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[Security] Fix remote DoS via invalid recovered token reinjection (#44744)
Signed-off-by: jperezde <jperezde@redhat.com>
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2026-06-10 02:31:43 -07:00 |
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Andreas Karatzas
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82a42234be
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[ROCm][CI] Defer AITER sampler import and isolate server test PYTHONPATH (#44823)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-10 08:56:11 +00:00 |
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7fe7800fa4
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[BUG] Fix FP64 Gumbel precision coverage (#43150)
Signed-off-by: tianyu-z <zhangtianyupro@gmail.com>
Signed-off-by: Tianyu Zhang <53099276+tianyu-z@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-06-05 19:04:14 +08:00 |
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Andreas Karatzas
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53b88d1dfc
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[CI] Reject out-of-vocabulary before they reach the GPU logprob path (#44042)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-02 22:27:52 -05:00 |
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Tianmu Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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94d3f4d205
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[CPU Backend] CPU top-k and top-p sampling kernels using Triton (#43633)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-29 15:02:39 +08:00 |
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Xiaogang Zhouandxiaogang.zhou
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d19db10974
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[Bugfix] Fix native Triton top-k/top-p kernel assumes contiguous logi… (#42739)
Signed-off-by: xiaogang.zhou <xiaogang.zhou@bytedance.com>
Co-authored-by: xiaogang.zhou <xiaogang.zhou@bytedance.com>
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2026-05-22 22:56:16 -07:00 |
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Andreas Karatzas
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01d4d1ad37
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[ROCm][CI] Align spec decode logprob test prefill settings (#41335)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-05-04 04:33:29 +00:00 |
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Artem Perevedentsev
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b92ef9ec5a
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[Perf] Enable FlashInfer top-k/top-p sampler by default (#40376)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-29 19:10:34 +04:00 |
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