 Rémi Delhaye
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3c13653738
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[Frontend] Score with the chat template declared by Sentence Transformers CrossEncoders (#60877)
Signed-off-by: rdlhio <contact@rdlh.io>
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2026-10-18 11:30:12 +00:00 |
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aoshen02andClaude Opus 5.5
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2365177ddd
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[Doc][RL] Document the weight-transfer HTTP protocol for trainers without vLLM (#62267)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-18 09:26:56 +00:00 |
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b2456c622b
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[ROCm][CI] Make ROCm 10.0 the default image; keep ROCm 7.2 as -rocm72 (#58761)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-10-17 21:43:59 -05:00 |
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c0b6f74bee
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[Benchmark] Add per-case kernel profiles to vllm bench forward (#61692)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-17 08:27:11 -07:00 |
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41b8c15809
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[Feature][MoRIIO] Support hybrid WRITE transfers with DSpark (#60544)
Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-17 04:57:58 +00:00 |
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Sherif Walyandvllm-agent
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ce8853d27a
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[Bugfix][KV Offload] Allow explicit SimpleCPUOffload block counts (#61674)
Signed-off-by: Sherif Waly <sherif.waly@mistral.ai>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-17 02:11:12 +00:00 |
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71c20f73f2
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[FlashInfer] Migrate autotune warmup to flashinfer.autotune_v2 managed cache (#55671)
Signed-off-by: Yang Xu <yanxu@nvidia.com>
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Signed-off-by: YangXu <yanxu@nvidia.com>
Co-authored-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-17 02:08:28 +00:00 |
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Shuolei Wangandaoshen02
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b3a7e2ff6e
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[RL][Frontend] Return weight-version spans on OpenAI completions and chat (#61347)
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-10-17 02:08:07 +00:00 |
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6b6a6c5c98
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[RL] Support per-parameter source layouts for NCCL M2N (#60934)
Signed-off-by: pkousha <pkousha@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-10-16 21:41:17 -04:00 |
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alpandmottopanikeiku
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2268d83bd9
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[Bugfix][Multimodal] Honor RGB PNG transparency when loading images (#61986)
Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
Co-authored-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
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2026-10-16 23:09:12 +00:00 |
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153a17166e
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[Frontend] Add the Beam reasoning and tool parsers (#62052)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
Co-authored-by: neilkg <33635204+neilkg@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-16 14:08:29 -07:00 |
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alpandmottopanikeiku
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4ab99ff136
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[Bugfix][Frontend] Honor the constructor chat template in offline scoring (#61990)
Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
Co-authored-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
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2026-10-16 10:20:46 +00:00 |
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024c5188bf
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[Frontend] Resolve logprobs on the parsed streaming derender path (#60437)
Signed-off-by: Shimi Bandiel <shimib@google.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-16 18:04:15 +08:00 |
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Stefano CastagnettaandKevin H. Luu
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784d1fff0c
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[MRV2][Spec Decode] Quantized draft lm_head for drafters that share the target head (#59973)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 22:06:40 +00:00 |
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d92a4f25f2
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[watermarking] Add DFlash support to dual-key gumbel-max watermarking (#59554)
Signed-off-by: Shern Shiou Tan <shernshiou@gmail.com>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-15 22:06:06 +00:00 |
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3dcfaeb4e8
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[Frontend] Apply each endpoint's top_logprobs cut in derender (#59518)
Signed-off-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-15 15:04:04 +00:00 |
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littlecircle0730andShanshan Shen
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71536bd5f8
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[MM][CG] Support ViT full CUDA graph for DeepSeek-VL2 (#46005)
Signed-off-by: littlecircle0730 <littlecircle0730@gmail.com>
Signed-off-by: littlecircle0730 <43994952+littlecircle0730@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-10-15 21:38:52 +08:00 |
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Xunzhuo
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766c837bd5
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[Model] Support every Decision 3.0 size (d3-flash, d3-mini, d3-nano, d3-lite, d3-edge) (#61778)
Signed-off-by: Xunzhuo Liu <xunzhuo.liu@amd.com>
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2026-10-15 13:29:24 +00:00 |
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Martin Hickey
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252be28c18
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[Frontend] Replace return_mm_kwargs with an mm_payload enum on render requests (#61427)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-10-15 12:41:46 +00:00 |
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TimofeyandCodex
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716c5225ae
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[Model] Add AliceAI support (#57963)
Signed-off-by: timka <timka.byzov@yandex.ru>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-15 10:15:03 +00:00 |
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Misha GoinandClaude Opus 5.5
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1c4c319792
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[Frontend] Advertise --enable-x/--disable-x for boolean CLI flags (#61479)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-15 01:08:02 -07:00 |
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Bugen ZhaoandClaude Opus 5.5
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8fa5ae844a
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[Frontend] Let an unset --tool-strict-level fall back to the tool parser's default (#61328)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-15 15:48:38 +08:00 |
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91ed2859c7
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[CPU][Zen] Update zentorch to 2.14.0.1 & enable float16 on Venice and later (#61411)
Signed-off-by: Ganesh R <ganesh.r@amd.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-15 00:23:50 -07:00 |
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liranschourandKevin H. Luu
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c5f8adc0b1
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[KV Offload] Expose OffloadingManager.lock()/unlock() and service the tiering control plane off the scheduler thread (#58168)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 08:50:56 +03:00 |
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Haiyu ZuoandKevin H. Luu
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ff5a91a456
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[Feature][Model Loader] Apply model-owned MTP shard selection to RunAI ModelStreamer (#60759)
Signed-off-by: 浩韵 <zuohaiyu.zhy@alibaba-inc.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 12:23:11 +08:00 |
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Woosuk KwonandClaude Opus 5.5
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e57bb4ace7
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[Core] Remove the legacy Ray compiled-graph executor (#61712)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 18:13:27 -07:00 |
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Woosuk KwonandClaude Opus 5.5
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8530aed2b7
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[Spec Decode] Remove Medusa and MLP speculator support (#61701)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 17:29:23 -07:00 |
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d1d8e6c096
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[Perf][Nemotron-Parse] Do image rescale/normalize on the device (#60500)
Signed-off-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 18:33:22 +00:00 |
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Woosuk KwonandClaude Opus 5.5
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9d3dfa2886
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[Benchmark] Add vllm bench forward: exact-shape forward timing (#61339)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 10:52:26 -07:00 |
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Xunzhuo
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89cab55086
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[Model] Support Decision 3.0 decision models (vllm-sr/d3) (#61565)
Signed-off-by: Xunzhuo Liu <xunzhuo.liu@amd.com>
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2026-10-14 17:10:55 +00:00 |
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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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Lazurite
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23fbc2ec2f
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[Model] Support precomputed image embeddings for LightOnOCR (#61585)
Signed-off-by: Rapisurazurite <43494437+Rapisurazurite@users.noreply.github.com>
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2026-10-14 10:54:09 +00:00 |
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wang.yuqi
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6ecb39eaa7
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[Docs] Update structured decisions docs. (#61588)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-10-14 10:28:22 +00:00 |
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Kevin H. LuuandMisha Goin
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d36158f919
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[CI] Merge the target branch into stale PRs on /ci run (#61592)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-14 01:43:03 -07:00 |
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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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c923e7769b
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[Feat] Add text-only OpenAI Decisions API MVP (#60465)
Signed-off-by: Francisco Javier Arceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-14 07:51:08 +08:00 |
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698e79f3bd
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[Model] Kolibri 1 via the Transformers modeling backend (#60827)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-13 22:17:52 +01:00 |
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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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31e90ac370
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[Attention] Enable FA4 sparse MQA decode on Blackwell (#55866)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-10-13 09:31:37 -04:00 |
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Linze Shi
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e6e84f350c
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[Feature][Pooling] Add offline fixed-length late chunking (#60164)
Signed-off-by: Linze-Shi <linzeshi0@gmail.com>
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2026-10-13 11:16:21 +00:00 |
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Juan Pérez de AlgabaandOpenAI Codex
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7173c64e2e
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[Security] Bound decoded and downloaded media per request (#61226)
Signed-off-by: juanpas97 <juan.perezalgaba@gmail.com>
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-13 10:17:14 +00:00 |
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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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380638afbb
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[Model] Add Clef-Flash support (#61308)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-10-13 05:46:37 +00:00 |
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Divakar VermaandClaude Sonnet 5
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f7ba007b5e
|
[ROCm][MoE] Split AiterExperts by weight-quantization key (#60322)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
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2026-10-13 00:13:33 -05:00 |
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189bbfb9f4
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Add MoNe experts pruning support (#50415)
Signed-off-by: Ilya Boytsov <ieboytsov@nebius.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Ilya Boytsov <ieboytsov@nebius.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 23:18:43 +00:00 |
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Almog TavorandRobert Shaw
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69d54eb078
|
[Docs] Fix broken llm-d.ai links on the llm-d integration page (#61022)
Signed-off-by: Almog Tavor <almogtavor@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-10-12 21:26:43 +00:00 |
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Woosuk KwonandClaude Opus 5.5
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e1a5086256
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[Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 10:41:07 -07:00 |
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|
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a7b7bc1fbe
|
[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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