 Miłosz Grunwald
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703c29179c
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[TEST][XPU][CI] Generalize model runner prefill tail classification tests to all platforms (#60201)
Signed-off-by: microslaw <milosz.grunwald@intel.com>
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2026-10-07 08:59:20 +08:00 |
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SrirajandFlora Feng
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db6e3cd8c4
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[Bugfix][Frontend] Log the full request body when max_log_len is unset (#60310)
Signed-off-by: sricursion <sricursion@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-10-07 00:42:17 +00:00 |
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jxjandOpenAI Codex
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6c2925fe5f
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[Bugfix][Core] Preserve speculative metrics when coalescing outputs (#55708)
Signed-off-by: git-jxj <65210887+git-jxj@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-07 08:35:14 +08:00 |
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SrirajandFlora Feng
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d77cf81156
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[Bugfix][Frontend] Honor default penalties in batch chat completions (#60307)
Signed-off-by: sricursion <sricursion@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-10-07 00:21:00 +00:00 |
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5ab4e4445b
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[Perf][MoE] Skip padded work in block-FP8 DeepGEMM experts (#59128)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-06 18:49:57 -05:00 |
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Cheese CakeandClaude Opus 5.5
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b6d8e8afd9
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[Bugfix][MRV2][Spec Decode] Accept num_speculative_tokens in NgramGPUSpeculator.propose (#60300)
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 15:02:04 -07:00 |
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ae19af883a
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[CI] Require transformers 5.19 for the EmbeddingGemma2 registry test (#60295)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-10-06 14:50:10 -07:00 |
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aditi-amd
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385d86a6cf
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[Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256) (#57057)
Signed-off-by: Aditi Rana <aditi.rana@amd.com>
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2026-10-06 20:42:52 +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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Benjamin ChislettandClaude Opus 5.5
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dac35c5b66
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[Misc] Add chat-completion options to gsm8k_eval.py CLI (#60114)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 20:13:44 +00:00 |
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PatrykSafferandMisha Goin
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e43db1f5e2
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Pad to 64 not 128 Q heads in flashMLA sparse (#60029)
Signed-off-by: Patryk Saffer <patryk.saffer@mistral.ai>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-06 16:03:05 -04:00 |
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d1f3d8b870
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[Quantization] Prefer Humming before Marlin backends on SM90 (#56997)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 12:31:35 -07:00 |
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Roger WangandKimi Code
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bb87d227d4
|
[Bugfix][Model] Fix mypy safe-super error in EmbeddingGemma2Model (#60280)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
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2026-10-06 15:10:00 -04:00 |
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e37e51dd24
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[Metrics] Expose cached prompt tokens by cache tier (#56318)
Signed-off-by: Cam Quilici <cjquilici@gmail.com>
Signed-off-by: Cam Quilici <cameron@semianalysis.com>
Co-authored-by: Cam Quilici <cameron@semianalysis.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-10-06 14:52:05 -04:00 |
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Nishant RevurandClaude
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ad0f67a7ec
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[Bugfix][Spec Decode] Keep heterogeneous-vocab draft models on Model Runner V1 (#59541)
Signed-off-by: Nishant Revur <kumrfni@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-06 18:03:44 +00:00 |
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3403e0f176
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[Bugfix] Persist FlashInfer autotune cache per rank to fix the rank-0-only cache-hit deadlock (#57635)
Signed-off-by: Madhav Jivrajani <madhav.jiv@gmail.com>
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-10-06 17:51:01 +00:00 |
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Luciano MartinsandLuciano Martins
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02b83919aa
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[Model] Support EmbeddingGemma2 multimodal pooling architecture (#60254)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-10-06 13:43:38 -04:00 |
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7b665f7a58
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[Frontend] Integer token IDs for generate output logprobs (GenerateLogProbs) (#58181)
Signed-off-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-06 17:22:47 +00:00 |
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Matthew BonanniandClaude Opus 5.5
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e82b80099a
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[Perf][HiSparse] Cache per-request residency instead of rescanning every page each step (#60083)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 13:04:55 -04:00 |
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Wentao Ye
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fba31f31a9
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[GLM5.3 Perf] Switch to fp8 kv cache by default for GLM, 2.3%~5.5% E2E Throughput Improvement (#60140)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-06 12:54:20 -04:00 |
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f8d92cae41
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[Quantization] Layer re-quantization for linear layers through online quantization API (MXFP8 -> FP8 PTPC showcase) (#55684)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-06 11:38:18 -05:00 |
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eky-amdandClaude Fable 5
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29f955cce0
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[ROCm] Fuse MLA dual RMSNorm + FP8 group quant for DeepSeek-R1 (#54857)
Signed-off-by: Ethan Ky <ethan.ky@amd.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-10-06 11:26:38 -05:00 |
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stefankoncarevic
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4516896626
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[CI/Build] Warm the DP engines before measuring load balance in test_load (#60241)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-10-06 11:23:37 -05:00 |
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Giancarlo Delfin
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fcf53d240c
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[Spec Decode] Remove eager metadata rebuild during MTP fused multi-step decode (#58463)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-10-06 12:17:30 -04:00 |
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SeongJun Lee
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4ea0c28bc4
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[Bugfix] Warn only on per-request do_normalize/do_rescale overrides (#60240)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
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2026-10-06 15:55:27 +00:00 |
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Jeff-Tseng-dev
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aad4579bbe
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Upgrade tpu-inference to v0.31.0 (#60190)
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2026-10-06 15:44:56 +00:00 |
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Chris LeonardandShengqi Chen
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cc73cca9c8
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[Build] Migrate vendored DeepGEMM from pybind to TORCH_LIBRARY (abi3) (#48962)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-10-06 08:39:04 -07:00 |
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ovidiusm
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cbe1f9740d
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[NIXL] Bump NIXL version to 1.5.0 (#56907)
Signed-off-by: Ovidiu Mara <ovidium@nvidia.com>
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2026-10-06 16:55:03 +02:00 |
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Bugen ZhaoandClaude Opus 5.5
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0719975cee
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[CI][Rust Frontend] Pass --locked to cargo binstall (#60182)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 22:53:17 +08:00 |
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8bd7737a03
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[Docs] Clarify that vLLM does not isolate tenants sharing a server (#59811)
Signed-off-by: SunnyR <sunny.rangnani@chainguard.dev>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Juan Pérez de Algaba <124347725+jperezdealgaba@users.noreply.github.com>
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2026-10-06 22:39:59 +08:00 |
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Samuel NordmannandMisha Goin
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4a99ca40d6
|
[Perf][MoE] Eliminate staging from NCCL symmetric reduce-scatter (#49194)
Signed-off-by: samnordmann <snordmann@nvidia.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-06 07:37:01 -07:00 |
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Jiangyun ZhuandClaude Opus 5.5
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bf049ddb8f
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[Docs] Run pr-checklist before opening a PR (#60235)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 14:12:18 +00:00 |
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Matthias Gehre
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b267fe4881
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[ROCm][Perf] W4A16: pad gfx11 weight and activation strides (#56301)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-10-06 08:22:33 -05:00 |
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Artem PerevedentsevandShashank Varma
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049507aa76
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[Bugfix][Structured Output] Flag multi-branch allOf as unsupported for xgrammar (#59061)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Shashank Varma <324153016+shashankvarma499@users.noreply.github.com>
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2026-10-06 17:01:04 +04:00 |
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Roy Wang
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1a86733c7b
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[Docs] Add model recipes skill (#57786)
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2026-10-06 20:40:10 +08:00 |
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Rodrigo Garcia
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3faf214051
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[vllm-bench, feature] Added support for Mooncake-style, timed-traces replay. (#55937)
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2026-10-06 20:39:35 +08:00 |
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Sherif Waly
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25385102fe
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[Bugfix][KV Offload] Honor speculative cacheability in SimpleCPU (#60071)
Signed-off-by: Sherif Waly <sherif.waly@mistral.ai>
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2026-10-06 14:25:08 +02:00 |
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Wentao Ye
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3e182185aa
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[Deprecation] Deprecate sonet dataset as scheduled (#60129)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-06 08:15:12 -04:00 |
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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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09e0ce3d82
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[Bugfix][Frontend] Apply model-default reasoning parser in GPU-less render server (#54835)
Signed-off-by: Shimi Bandiel <shimib@google.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-06 18:46:24 +08:00 |
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zhangchengzhucufe-dev
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68088ed392
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Fix grammar in BlockPool.reset_prefix_cache docstring: "to invalid" → "to invalidate" (#59886)
Signed-off-by: zhangchengzhucufe-dev <zhangchengzhucufe@gmail.com>
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2026-10-06 10:19:54 +00:00 |
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Louie Tsai
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888074b42d
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[CPU][Recipes] Detect model head constraints for automatic tensor parallel selection in vLLM Recipes Tool (#60170)
Signed-off-by: louie-tsai <louie.tsai@intel.com>
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2026-10-06 18:15:40 +08:00 |
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Bugen ZhaoandClaude Opus 5.5
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6bbad6acdf
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[Rust Frontend] Pass tool defer_loading through to chat templates (#60203)
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-06 18:00:15 +08:00 |
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aoshen02andClaude Opus 5.5
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31e2443c90
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[Model] LongCat-Flash: scale MLA norms while loading and drop the post-load sweep (#60080)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 08:47:02 +00:00 |
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roikoren755andzjy0516
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e11962fc1c
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[Feat][Mamba2] Enable internal prefill checkpoints (#57329)
Signed-off-by: Roi Koren <roik@nvidia.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-10-06 07:53:51 +00:00 |
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edfccc9469
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[ROCM][Perf] Add ROCM_SEGMENTED_ATTN attention-backend works across RDNA3/3.5/4 (#59132)
Signed-off-by: root <jeffaw99@hotmail.com>
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com>
Co-authored-by: Tan Pin Siang <1716735+tanpinsiang@users.noreply.github.com>
Co-authored-by: vllmellm <190700713+vllmellm@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-06 07:53:47 +00:00 |
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15c1cc12ac
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[Bugfix][EPLB] Use group-local ranks for torch P2P transfers (#55804)
Signed-off-by: LostFox11 <wangziyue17@huawei.com>
Co-authored-by: LostFox11 <wangziyue17@huawei.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: YangShuai52 <178856220+YangShuai52@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-06 07:44:57 +00:00 |
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Tarun Kumar
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6ad2e06c4a
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fix: exclude flashinfer-jit-cache from wheel install_requires (#60052)
Signed-off-by: Tarun Kumar <takumar@redhat.com>
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2026-10-06 06:31:13 +00:00 |
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sungbin1015andClaude
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1e5d0ea888
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[CI/Build] Fix incorrect CLI arg validation tests in test_cli_args.py (#46779)
Signed-off-by: sungbin1015 <sbin@solbox.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-06 05:58:47 +00:00 |
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40c86ae1ce
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[Kernel] Enable OAI Triton MXFP4 MoE on SM12x (#58877)
Signed-off-by: lazymio <mio@lazym.io>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-10-06 01:49:13 -04:00 |
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