 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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68dd7db810
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[Reasoning] Support for speculative decoding with thinking budget (#34668)
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>
Signed-off-by: rishitdholakia13 <123388671+rishitdholakia13@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-29 06:14:52 +00:00 |
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Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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626daa2076
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[Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-24 00:48:08 +00:00 |
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wliao2
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3abf858443
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[Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-15 11:02:35 +08:00 |
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Lucas KabelaandLuka Govedič
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a8c6ee9b78
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[Performance Improvement] Update batched_count_greater_than to handle batch size 1 without recompile (#38933)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-04-09 23:51:31 +08:00 |
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haosdent
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8904fc4d19
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[Bugfix] Fix V1 logprobs empty strings for multi-byte UTF-8 tokens when logprobs > 0 (#34875)
Signed-off-by: haosdent <haosdent@gmail.com>
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2026-04-08 15:30:00 +00:00 |
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wliao2
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32e0c0bfa2
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refactor hard coded device string in test files under tests/v1 and tests/lora (#37566)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-03 11:21:47 +08:00 |
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Micah Williamson
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4ff9b045fe
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[ROCm][CI] Prep Tests For Change To ROCM_ATTN As New Default Backend On ROCm (#36025)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-03-09 13:27:55 -05:00 |
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Jiayi YanandHarry Mellor
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6a895197fa
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[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-05 17:05:46 +00:00 |
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Kunshang JiandHarry Mellor
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16d2ad1d38
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[Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-04 09:49:47 +00:00 |
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Andreas Karatzas
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5f68464f92
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[ROCm][CI] Fix spec decode profile assertion and logprob test determinism (#35043)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-02-23 05:05:54 -08:00 |
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Andreas Karatzas
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54254f7a61
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[ROCm][CI] Fix spec decode logprobs flakiness and parametrize tree attention backends (#34599)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-02-20 20:25:23 -08:00 |
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Xin Yang
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7a5adad480
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[Kernel] Optimize sample_recovered_tokens_kernel (#34974)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-02-20 19:59:06 -08:00 |
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c656ba3b4d
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[Kernel] Triton-based Top-k and Top-p sampler kernels (#33538)
Signed-off-by: js_park <cakeng@naver.com>
Signed-off-by: Jongseok Park <37990712+cakeng@users.noreply.github.com>
Signed-off-by: Sunga Kim <sunga.kim@berkeley.edu>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Sunga Kim <sunga.kim@berkeley.edu>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-02-17 23:14:30 +00:00 |
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Cyrus Leung
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fb455ed547
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[V0 Deprecation] Remove code related to per-request logits processors (#34400)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-12 20:44:28 +08:00 |
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Cyrus Leung
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b96f7314b4
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[Refactor] Pass Renderer to Input Processor (#34329)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-11 19:38:11 -08:00 |
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7. Sun
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0b9a735e11
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[Tests] Clarify pytest skip reasons with actionable context (#32981)
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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2026-01-24 06:38:50 +00:00 |
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elvischenv
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808d6fd7b9
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Bump Flashinfer to v0.6.1 (#30993)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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2026-01-21 08:49:50 -08:00 |
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Nick Hill
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29ce48221c
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[Cleanup] Remove obsolete spec decoding compatibility logic (#32003)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-09 05:44:18 +00:00 |
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Nick Hill
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10ef65eded
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[BugFix] Fix bad words with speculative decoding (#31908)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-07 15:46:42 -05:00 |
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