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1484266938
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[Perf] Improve _topk_topp_kernel() for masked logits (#61213)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-12 16:01:11 -07:00 |
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Rehan KhanandBob
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fd0216d3b5
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[Bugfix][CPU] Fix fused Gumbel-max wrapping-window bias (#60221)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Bob <bob@ibm.com>
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2026-10-08 15:15:53 +08:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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583637f126
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[CPU][Perf] Add vectorized Sampler Kernel (#53913)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-30 15:16:28 +08:00 |
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Misha Goinandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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1ee7f78e80
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[Perf] Reduce redundant Triton sampler warmup specializations (#58605)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-29 21:23:27 +00:00 |
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김재억
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32fc82343f
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[Bugfix][LogitsProcessor] Validate ':' separator in custom logits processor FQCN (#56020)
Signed-off-by: 100milliongold <gadian88@gmail.com>
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2026-09-25 01:49:20 +00:00 |
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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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Tony LinandFlora Feng
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e4340e41c9
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[Feat][XPU] VLLM_BATCH_INVARIANT support for Dense/MoE models (#55881)
Signed-off-by: Tony Lin <tony.lin@intel.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-09-22 11:06:54 -04:00 |
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liuzhenweiandKunshang Ji
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6654bcbfca
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[MRV2][XPU] use xpu sample kernel in mrv2 sampler (#57277)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-21 13:24:41 +08:00 |
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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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Nick Hill
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f2aad6aa70
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[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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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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Artem Perevedentsev
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39e276eaeb
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[Structured Output] Let terminal grammars stop under min_tokens (II) (#54218)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-08-31 20:39:27 +04:00 |
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MKQuantum
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2f41c894e3
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Fix seed loss when batch contains unseeded requests (#51866)
Signed-off-by: MKQuantum <121593006+MKQuantum@users.noreply.github.com>
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2026-08-20 22:38:53 +00:00 |
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wangxiyuan
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cba06764d7
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[Platform] Fill in the missing backend parameter for torch.compile (#51781)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-08-19 10:31:19 +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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Nick HillandClaude Opus 4.8
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615d4cfade
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[Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-08-14 17:42:05 -07:00 |
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405bc86768
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[Perf] Launch the top-k/top-p Triton sampler kernel with 8 warps (#51507)
Signed-off-by: BabyDrangoner <148877251+BabyDrangoner@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-10 10:55:35 -07:00 |
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+1
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4f1da84eb5
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Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-31 01:41:12 +00:00 |
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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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Michael GoinandNick Hill
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ac36a7a1e7
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[MRV2][Spec Decode] Avoid rejection sampler OOM by chunking (#48630)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-23 18:13:13 +08:00 |
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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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rishitdholakia13andCursor
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32e632dfeb
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[Reasoning] Optimize TPOT for thinking budget when used with speculative decoding (#46662)
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-07-14 18:55:40 +00:00 |
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Ashwin Giridharan
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ed908cf0a0
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[Bugfix] Fix thinking_token_budget not enforced after natural </think> re-entry (#45984)
Signed-off-by: Ashwin Giridharan <girida@amazon.com>
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2026-07-10 22:47:51 +00:00 |
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cda05ee8c4
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[Bugfix][Reasoning] Fix thinking_token_budget not enforced on re-entry after forced end (#43757)
Signed-off-by: Ashwin Giridharan <girida@amazon.com>
Signed-off-by: Cursor Agent <cursor-agent@cursor.com>
Co-authored-by: Cursor Agent <cursor-agent@cursor.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
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2026-06-30 01:04:25 +00:00 |
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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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Walter Beller-Moralesandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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7f99e80c3b
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[Perf][ThinkingBudget] reduce search space for thinking tokens (#46425)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 23:02:25 +08:00 |
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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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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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Jonathan MamouandLi, Jiang <jiang1.li@intel.com>
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351c72d6e5
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[CPU] Skip Triton kernel monkey-patches when Triton-CPU is available (#44991)
Signed-off-by: jmamou <jonathan.mamou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-06-18 18:59:30 +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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Chaojun Zhang
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fa662b1a8b
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[XPU] Cap topk/topp Triton BLOCK_SIZE to 4096 to fix Top-p mask difference failures (#44470)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-06-08 09:36:51 +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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Woosuk Kwon
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6bad553f4e
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[Minor] Remove FlashInfer version check in topk_topp_sampler (#44442)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-03 21:06:00 +00:00 |
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Nick Hill
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ec8d60bea8
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[Model Runner V2] Use FlashInfer sampler (#42472)
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2026-06-03 07:59:31 -07:00 |
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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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Jongseok ParkandNick Hill
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ca17b6b17d
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[Perf] Apply single-pass min_larger finding and binary search in Triton Top-p path. (#42191)
Signed-off-by: js_park <cakeng@naver.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-06-02 17:57:26 -07:00 |
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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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JohnQinAMDandTJian
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ed7fe831da
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[ROCm] Enable the aiter top-k/top-p sampler by default (#43331)
Signed-off-by: John Qin <yanyuan.qin@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-05-28 13:19:59 -05:00 |
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71d810bbf4
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[XPU] Ensure RNG offset alignment with PyTorch requirements in XPU sampler (#43028)
Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-26 02:01:30 +00:00 |
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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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Nick Hill
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565b745ec5
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[BugFix] Use correct logprobs for logprob_token_ids (#43125)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-21 15:42:20 -07:00 |
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Nick Hill
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b82e908b4c
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[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-19 10:35:54 -04:00 |
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Ofir Zafrir
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8f16c4a5c0
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[BugFix][CPU][Spec Decode] Fix Eagle implementation on CPU backend (#42468)
Signed-off-by: Ofir Zafrir <ofir.zafrir@intel.com>
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2026-05-19 03:16:07 +00:00 |
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bc03f280c8
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[XPU] keep generator state of sycl kernel align with pytorch (#41771)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-12 11:44:47 +00:00 |
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