 Juan Pérez de AlgabaandOpenAI Codex
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5d88c034f6
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[Security] Reject local verifier references in Speculators metadata (#61587)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-14 15:30:20 +00:00 |
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775fefa804
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[Metrics][KV Offload] Add vllm:kv_offload_config_info - generic info metrics for offloading the offloading connector (#56867)
Signed-off-by: Amir Friedman <Amir.Friedman1@ibm.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 12:34:37 +00:00 |
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c9bfa574ce
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[Online quantization] Extend re-quantization API to MOE (showcase NVFP4 modelopt/CT/quark to any online MOE method) (#60276)
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>
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2026-10-14 15:49:37 +08:00 |
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3ccc0a90b6
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[KV Connector] Support sleep mode with MooncakeConnector over RDMA (#59625)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Dakai An <77474977+andakai@users.noreply.github.com>
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2026-10-14 04:18:47 +00:00 |
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6849ca696a
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[Quantization] Add ModelOpt IQ2_XS, IQ2_XXS, and Q8_0 support via b12x (#59604)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Luke Alonso <lalonso@gmail.com>
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2026-10-13 09:06:33 -07:00 |
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2cc2e68d1c
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[Core][Mamba] Remove leftovers of mamba_cache_mode="all" (#60043)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <zhujiangyun@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 00:58:59 -07:00 |
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a7b7bc1fbe
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[Metrics] Count finished requests by watermark status (#58715)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-12 17:21:22 +00:00 |
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e0317b28ce
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[Feature] Support batch invariance on ROCm (#52231)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-10-12 10:53:26 -05:00 |
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Tianyu Guo
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258b97ff6b
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[Bugfix][EC Connector] Size transfers by measured encoder output widths (#57904)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
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2026-10-12 12:32:39 +00:00 |
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aoshen02andCodex
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239a3fa3a8
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[Sleep] Retain draft-private weights with existing parameter selector (#61046)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-11 23:30:56 +08:00 |
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f2376cdc4d
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[Fast Start] Preload the FlashInfer autotune table on the weight cache daemon (#60085)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-10-10 15:48:06 +00:00 |
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Giancarlo Delfin
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ffdde24f54
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[Docs] Document adaptive verification without a confidence head (#60913)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-10-09 13:54:40 -07:00 |
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5cadabfafd
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[Docs] Add Qwen2.5-Coder-7B-Instruct to batch invariance tested models (#46368)
Signed-off-by: Yuval Luria <yluria@redhat.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-09 10:41:29 +00:00 |
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Chao Lei
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bc713cf8cc
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[Bugfix]MooncakeConnect add query timeout and retry (#55923)
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2026-10-09 09:19:33 +00:00 |
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a6f43e57d6
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[ROCm] Enable the cuMem CUDA-graph pool offload on ROCm (#59523)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: indianspeedster <cspandey016@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: indianspeedster <cspandey016@gmail.com>
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2026-10-09 08:29:55 +00:00 |
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Rajeev Warrier
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81d9c45e4b
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[Docs] [Multimodal] Note that per-request media_io_kwargs needs --trust-request-mm… (#60598)
Signed-off-by: Rajeev Warrier <warrier.rajeev.95@gmail.com>
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2026-10-09 04:23:07 +00:00 |
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201e537d98
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[Bugfix][LoRA] Validate incompatible MoE adapter formats (#59924)
Signed-off-by: Brian Weston <brianweston@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-09 09:49:13 +08:00 |
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Woosuk Kwon
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194bd72be7
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[Compile] Remove torch.compile-based sequence parallelism and AsyncTP (#60517)
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2026-10-08 08:28:23 -07:00 |
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YueshenZandsfeng33
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ed825aafc0
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[Bugfix][Frontend] Fix Responses namespace aliases in named tool calling (#59723)
Signed-off-by: Shen <312058264+YueshenZ@users.noreply.github.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-10-08 00:07:52 +00:00 |
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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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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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1388100560
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[Kernel][LoRA] Add deterministic split-K=8 LoRA shrink for batch invariance (#59377)
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-04 18:46:16 -04:00 |
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89439db727
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[CI][Docs] Fix decode/prefill consistency test prefix construction; add GLM-4-9B and Phi-4 to batch-invariant tested models (#53692)
Signed-off-by: Yifan Da <1363818765@qq.com>
Signed-off-by: LioEinaudi <zhao3024667639@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Yifan Da <1363818765@qq.com>
Co-authored-by: CodeBuddy <noreply@codebuddy.dev>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-04 11:55:18 -04:00 |
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aoshen02andClaude Opus 5.5
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5e56e9af2a
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[Feature] Release the CUDA graph pool on sleep (#59160)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-04 01:13:10 +00:00 |
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Martin Hickey
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bc21cba967
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[Frontend] Add output_mode to /inference/v1/generate (RFC #56851 Phase 1) (#58588)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-10-03 19:38:25 +08:00 |
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Nils Matteson
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9fdb174678
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[Bugfix] Avoid InfiniBand state in TP1 snapshots (#59699)
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
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2026-10-03 03:59:17 +00:00 |
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6e517b15c1
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[Docs] Add ERNIE 4.5 to batch invariance tested models (#58476)
Signed-off-by: yifanFengg <evanfengff@gmail.com>
Signed-off-by: yifanFengg <yifanfen@amazon.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-02 20:37:32 +00:00 |
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Rajeev Warrierandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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30e956fad3
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[Docs] Fix stale W4A16 NVFP4 default kernel in ModelOpt docs (#59135)
Signed-off-by: Rajeev Warrier <warrier.rajeev.95@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 13:21:43 +00:00 |
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Teng MaandTeng Ma
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1a9eaa3a68
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[Doc] Document ECMooncakeConnector for EPD disaggregation (#59196)
Signed-off-by: Teng Ma <stmatengss@gmail.com>
Co-authored-by: Teng Ma <stmatengss@users.noreply.github.com>
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2026-10-02 12:10:33 +08:00 |
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9bd993564f
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[Frontend] Parse tool calls and reasoning from checkpoint response templates (#58604)
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-02 02:33:00 +00:00 |
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Flora Feng
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785b990116
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[Distributed] Enable custom all-reduce under VLLM_BATCH_INVARIANT (#58623)
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
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2026-10-02 02:25:48 +00:00 |
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Flora Feng
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a5105dba05
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[Frontend] Port Step-3.5 parsers to the streaming parser engine (#59321)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
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2026-10-01 22:18:37 +00:00 |
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Zijing Liu
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ea84051819
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[KVConnector][NIXL] Count completion notifications that arrive after KV expiry (#58875)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
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2026-10-01 21:30:58 +00:00 |
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Sundri Lai
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bcee730b1a
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[Docs] Remove references to removed env vars (#59530)
Signed-off-by: Sundri Lai <laiyanting.neu@gmail.com>
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2026-10-01 08:26:14 +00:00 |
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Nils Matteson
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51048b13ce
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[Docs] Clarify snapshot runtime image support (#59127)
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
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2026-09-30 20:31:21 +00:00 |
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0f8b398158
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[watermarking] add context deduplication support to speculative decoding (#56807)
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>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-09-30 12:22:10 -04:00 |
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yuvalluriaandClaude Sonnet 4.6
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863475eb9c
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docs: add gemma-2, SmolLM2, Qwen2.5-Coder, Llama-3.2-1B to batch invariance tested models (#54441)
Signed-off-by: Yuval Luria <yluria@redhat.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-09-30 11:13:23 +00:00 |
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Isotr0py
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31876d8ea1
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[Bugfix] Fix TorchCodec audio IO correctness (#58364)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-29 11:34:48 -05:00 |
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dfc8e0f3e2
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[Frontend] Support strict MiMo-V2.6 tool calling (#58019)
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: yuchuan <yuchuan.7streams@gmail.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: yuchuan <yuchuan.7streams@gmail.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-29 12:47:47 +00:00 |
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Andreas KaratzasandOpenAI Codex
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3acddf01e7
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[Bugfix][ROCm] Keep Mooncake bootstrap ports bound during startup (#58967)
Signed-off-by: Andreas Karatzas <andreas.karatzas@protonmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-29 04:14:26 -05:00 |
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c6843d397c
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[Bugfix][Frontend] Validate reused prompt token ids; render messages for media and echo (#55771)
Signed-off-by: Shijie Lyu <sjlyu@amazon.com>
Co-authored-by: Shijie Lyu <sjlyu@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-09-29 10:36:22 +08:00 |
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qizixi
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6d3ea3c2c9
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[KVConnector][NIXL] Support packed MLA KV layouts in pipeline-parallel push prefill (#50499)
Signed-off-by: zixi-qi <zixi@inferact.ai>
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2026-09-28 18:50:46 +02:00 |
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linitra24andJee Jee Li
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953f90d25f
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[LoRA] Support variable num_labels for sequence classification (#57766)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-28 14:58:35 +00:00 |
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Chao Lei
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386ac2573e
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[Bugfix][KV Connector] Retry Mooncake bootstrap registration on timeout (reopens #55763) (#58919)
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2026-09-27 19:47:36 +00:00 |
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Lio Einaudiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0c87a197b8
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[Bugfix] Disable sequence parallelism / async TP under batch invariance and add a TP regression test (#56377)
Signed-off-by: LioEinaudi <zhao3024667639@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-26 22:19:08 -04:00 |
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Yousafandsfeng33
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83db8c8390
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[Feature][Frontend] Add granite_thinking_parser reasoning parser for Granite 4.2 (#55957)
Signed-off-by: Yousaf shah <yousaf.shah@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-09-25 20:43:08 +00:00 |
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73a78e6f1f
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[SpecDecode] Add LiLiCorr drafter (#57934)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2026-09-25 10:08:28 -04:00 |
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Isotr0py
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24928a4d62
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[UX][Frontend] Introduce vllm preload cli for fast restart (#56680)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-25 06:56:39 +00:00 |
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90a9515006
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[Cleanup] Remove online quantization support in fp8.py in favor of online shorthands (#53585)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-24 12:48:14 -07:00 |
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Lio Einaudi
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711fc55c10
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[Perf] Use breakable CUDA graphs (no torch.compile) by default under VLLM_BATCH_INVARIANT so the tuned matmul configs see the runtime M (#57586)
Signed-off-by: LioEinaudi <zhao3024667639@gmail.com>
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2026-09-23 14:39:38 -04:00 |
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