 Louie Tsai
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ccfd1cea75
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[CPU] Include vLLM Recipes tooling in release image to deploy models using vLLM Recipes (#58796)
Signed-off-by: louie-tsai <louie.tsai@intel.com>
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2026-09-28 16:46:53 +08:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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fd2f3fcfa5
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[CPU] Add video inferencing via torchcodec on s390x (#58693)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-28 14:16:59 +08:00 |
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af7f9488c2
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[Benchmark] Add Responses API backend to vllm bench serve (#54628)
Signed-off-by: QHarshil <harshil_c@hotmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
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2026-09-28 05:04:11 +00:00 |
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jz-yoloandjz-yolo
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4a190dc518
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[Model] Enable LoRA support for RobertaForSequenceClassification (#58884)
Signed-off-by: jz-yolo <jz-yolo@users.noreply.github.com>
Signed-off-by: Jane Zhu <jane.zhu@slack-corp.com>
Co-authored-by: jz-yolo <jz-yolo@users.noreply.github.com>
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2026-09-28 03:50:12 +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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mevince
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cd1daf58a9
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[Metrics][KV Offload] Add Prometheus metrics for SimpleCPUOffloadConnector (#57251)
Signed-off-by: Vincent <vincexxchan@gmail.com>
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2026-09-26 17:17:11 -07:00 |
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Juan Pérez de AlgabaandCursor
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31f2e70cd3
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[Security] Gate per-request multimodal processor kwargs (#58830)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-09-26 11:10:35 +00:00 |
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a4eb3f25d6
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[Spec Decode] Enable Gemma4 DSpark adaptive verification with FlashInfer (#57263)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-26 17:01:17 +08:00 |
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b6d2b4fc25
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[RL] Add sharding-aware NCCL M2N weight transfer (#51520)
Signed-off-by: Ke Wen <kwen@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-09-26 01:38:53 +00:00 |
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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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8a269919f4
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[MM] Add Triton kernel for mm_input_normal. (#56798)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-25 04:31:20 +00:00 |
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7a9406690e
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[KV Connector] Fix DecodeBench fp8 fill values and add a startup fill mode (#58472)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-24 23:55:47 +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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Misha Goin
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58aa2f1ef1
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[Refactor] Move auxiliary files out of the repository root (#58572)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-24 12:38:56 -07:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
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[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 14:14:10 +00:00 |
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Andreas KaratzasandCodex
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153f2ba1b9
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[Compile][CI] Honor Triton cache overrides and add AMD timeout headroom (#58474)
Signed-off-by: Andreas Karatzas <andreas.karatzas@protonmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-24 01:27:07 -05:00 |
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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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CBPandMisha Goin
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f9ad9dd6b4
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Doc: add DiffusionGemma to supported models (#46466)
Signed-off-by: Bruce <Bruce798858117@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-09-23 17:14:30 +00:00 |
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Yan MaandKunshang Ji
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e34489a543
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[XPU] upgrade to PyTorch 2.14 (#56013)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-23 09:18:52 +00:00 |
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Tianyu GuoandCyrus Leung
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3ee2906f47
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[EPD] Support metadata-only audio inputs (#57887)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-23 09:03:50 +08:00 |
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Kevin H. LuuandClaude Fable 5.1
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64a48b19b4
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[CI] Emit a kernel symbol map from the csrc build (opt-in, for test selection) (#58097)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-22 01:37:34 -07:00 |
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639461eda4
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[RL][Sleep] Retain frozen weights across level-2 sleep (#57891)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-22 12:36:55 +08:00 |
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13058faa49
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[Frontend] Add reusable TP1 initialized-engine snapshots (#51360)
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: elehayym <52448798+Yuzu23@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-21 23:18:49 +00:00 |
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Nicolò Lucchesi
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fba33e39cb
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[Docs] Add an Engram feature page explaining Engram usage in vLLM (#57910)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-09-21 17:15:28 +00:00 |
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LucainandClaude Opus 5
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6b858751f6
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[docs] Fix legacy hf CLI references (vllm) (#57958)
Signed-off-by: Wauplin <lucainp@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-21 15:32:27 +00:00 |
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Tony Lin
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dc479a2d83
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[Bugfix] Fix external LB DP rank handling when replicas share nodes (#53743)
Signed-off-by: Tony Lin <tony.lin@intel.com>
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2026-09-21 17:19:14 +02:00 |
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Martin Hickey
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8b98b7d0b4
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[Frontend] Add streaming parity tests and docs for derender (#57922)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-09-21 14:13:52 +00:00 |
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czhu-cohere
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3918f3c5a3
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[Profiler] Unify platform-aware torch profiling (#57460)
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2026-09-20 19:17:23 -07:00 |
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Zhou ZihangandJee Jee Li
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3e67044972
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[Doc] Refresh Kthena integration guide (#57314)
Signed-off-by: Zhou Zihang <z@mcac.cc>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-21 01:42:55 +00:00 |
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jiangkuaixue123andCodex
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7ddd461a28
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[Docs] Add ECMooncakeConnector usage example for EPD (#57742)
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-21 09:15:02 +08:00 |
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roikoren755andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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49ee12d742
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[Misc] Rename --enable-mamba-fine-grained-prefix-cache (#53945 follow-up) (#57382)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-20 09:50:34 -07:00 |
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5302d1fe40
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[Model Runner V2] Support custom logits processors (#56497)
Signed-off-by: David Cheung <d7cheung@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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2026-09-19 17:46:49 +00:00 |
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Nicolò Lucchesi
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164dca8d1e
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[Nixl] Separate transport-failure metrics from KV expiry (#55854)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-09-18 18:08:59 +02:00 |
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Martin Hickey
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70164bdadc
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[Frontend] Add stream reasoning and tool calls from the derender endpoint (#50550)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-09-18 16:36:27 +02:00 |
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dee37d8911
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[Frontend] Add --tool-strict-level for server-side control for structural tag activation (#56268)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-18 04:32:39 +00:00 |
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092bdd6d57
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[Frontend][Core] Add release_kv_cache_memory() API (#44890)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: AlanFokCo <alanfok2868@gmail.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Dakai An <77474977+andakai@users.noreply.github.com>
Co-authored-by: AlanFokCo <alanfok2868@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-18 07:12:12 +08:00 |
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YoungandYoung
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b78fbab4be
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[Docs] Fix the typos in the document (#57190)
Co-authored-by: Young <yangchh15@163.com>
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2026-09-17 15:52:10 +00:00 |
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23cd0346ce
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[CPU] Align scheduler and NIXL CPU affinity per local rank (#53636)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-17 16:43:08 +08:00 |
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coderfornowandLi, Jiang <jiang1.li@intel.com>
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88afb77700
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[CPU][s390x] Pin protobuf to 7.36.1 and drop C++ extension removal workaround (#54978)
Signed-off-by: coderfornow <Ritik.Dhiranan@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-17 16:35:17 +08:00 |
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2743dc4f92
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[Feature][Multimodal] Add cross-encoder caching to Mooncake P2P (#56242)
Signed-off-by: Zhou ziheng <jiaranran2@gmail.com>
Co-authored-by: Tianyu Guo <guoty@inferact.ai>
Co-authored-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-17 13:16:41 +08:00 |
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xinnywinneandBenjamin Chislett
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fbf2c5e8be
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[Frontend] Add per-request metrics to Responses API (#55084)
Signed-off-by: wxin <wxin@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-09-16 22:52:05 +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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Cyrus Leung
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0b9e018fb9
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[MM] Further cleanup _apply_hf_processor_main (#53610)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-16 10:21:00 -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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linitra24
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ca542ee154
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[Model][LoRA] Enable LoRA support for ModernBertModel (#57148)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-09-16 14:16:09 +00:00 |
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linitra24andJee Jee Li
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c81eb3e69c
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[LoRA] Support modules_to_save for sequence classification (#53555)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-16 07:15:42 -07:00 |
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f37c550bf6
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[Feature][Frontend] Expose effective attention block size for DCP (#56538)
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-16 08:29:43 +00:00 |
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