 Ashish RaoandVadim Gimpelson
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b4b7eca0ef
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[Bugfix][Quantization] Clamp FP8 scales before UE8M0 rounding (#58032)
Signed-off-by: Ashish Rao <asrao@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-10-14 13:56:42 +00:00 |
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7115b70c01
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[Bugfix][KV Offload][P2P] Drop a timed-out store job's blocks from the round's parked supply (#59329)
Signed-off-by: Sohom Chakraborty <16609933+sohom-cs@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 13:22:28 +00:00 |
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3723a1ea96
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[Bugfix][Transformers backend] Fix CUDA graph capture for dynamic-rope models (#58064)
Signed-off-by: YongfengX <erkang040804@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-14 05:56:54 -07:00 |
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hclandHarry Mellor
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2631afd3fe
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[Bugfix][Platform] Fall back to torch when device-level NVML memory is unsupported (GB10) (#57378)
Signed-off-by: hclsys <chenglunhu@gmail.com>
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-14 12:45:29 +00:00 |
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Kapil AryaandOr Ozeri
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a68dbbad05
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[Bugfix][KV Offload] Retain offload mappings after unsafe KVCR startup failure (#57500)
Signed-off-by: Kapil Arya <kapila@nvidia.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 15:43:04 +03:00 |
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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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xuebwang
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81503550f3
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[ROCm] Disable AITER FP8/FP4 BMM for MLA by default (#53123)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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2026-10-14 10:46:02 +00:00 |
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Ronaldandaoshen02
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19aba3e4d5
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[Bugfix][RL] Load attention sinks through weight_loader for layerwise reload (#57797)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-10-14 10:17:58 +00:00 |
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f9b65c30c7
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[ROCm][Perf] Make AITER FlyDSL GDN prefill default on gfx942/gfx950 (#60645)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-14 10:11:57 +00:00 |
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3f466c852c
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[Bugfix][Parser] Recover genuine tool calls after unclosed Qwen3 <function= opener in prose (#59928)
Signed-off-by: Abhay Joshi <105213625+abhayjoshi201@users.noreply.github.com>
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Gemini <noreply@google.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-10-14 13:01:25 +03:00 |
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Sherif Waly
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be4ce2e505
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[Bugfix] Share PCP-aware local GPU indexing for NUMA binding (#61237)
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2026-10-14 10:54:03 +02:00 |
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aa0c433a3e
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[Frontend] Accept --reasoning-parser none as the unset default (#61525)
Signed-off-by: Alec Flowers <aflowers@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-14 15:50:35 +08:00 |
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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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30e79c3a76
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[Core] Update PyTorch to 2.14.0, torchvision to 0.29.0, triton to 3.8.0 (release channel) (#52183)
Signed-off-by: Andrey Talman <atalman@users.noreply.github.com>
Signed-off-by: Andrey Talman <atalman@fb.com>
Co-authored-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 00:17:59 -07:00 |
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ec317a4618
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[CI] Keep vLLM log propagation on through the first LLM init in caplog_vllm (#61535)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-14 15:10:35 +08:00 |
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Jiangyun ZhuandClaude Opus 5.5
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badfcdbf91
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[Perf][GDN] Internal prefill checkpoints for the FlashInfer GDN prefill backend (#60050)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 14:49:46 +08:00 |
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a2fb482732
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[KVConnector][P2P] Register peers off the scheduler thread (#57139)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 08:21:57 +03:00 |
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Akshan Krithick
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02d69c663a
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[Bugfix][Benchmark] Preserve SSE output across transport chunk boundaries (#51172)
Signed-off-by: Akshan Krithick <akshankrithick305@gmail.com>
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2026-10-13 21:58:58 -07:00 |
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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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Lanze LiuandNing Xie
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f4b8d43a68
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[Bugfix] Keep force-killing the process tree when a child exits mid-walk (#59984)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
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2026-10-13 20:33:18 -07:00 |
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2308b6f00b
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[Perf][MoE] Cheaper triton_kernels 3.8 routing build in the OAI Triton MoE (#58897)
Signed-off-by: Zheng Gong <zgong@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-10-14 10:48:05 +08:00 |
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xaguilar-amd
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a1f51a0226
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[ROCm][MLA] Route gfx942 DCP causal multi-token verify to Triton split-KV decode (#58555)
Signed-off-by: Xavier Aguilar <xavier.aguilarfruto@amd.com>
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2026-10-14 10:17:15 +08:00 |
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Stefano CastagnettaandKartikey Vyas
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4e0681ed56
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[Quantization] Support packed NVFP4 Qwen4Exp PLE embeddings (#56273)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Kartikey Vyas <kartikey@artificialanalysis.ai>
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2026-10-14 08:24:55 +08:00 |
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Almog TavorandItay Alroy
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87e7dce3a7
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[MRV2] Keep warmup out of the EPLB load stats (#56716)
Signed-off-by: almogtavor <almogtavor@gmail.com>
Co-authored-by: Itay Alroy <75032521+itayalroy@users.noreply.github.com>
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2026-10-14 00:00:48 +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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Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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ad8d39cbab
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[Bugfix] Fix DSpark graph-padding handling in the DeepSeek-V4.1 MoE fused top-k (#59166)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-14 07:49:52 +08:00 |
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Kevin H. LuuandCodex
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6a03954b45
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[CI] Shard quantization, pooling, multimodal APIs, core kernels and PCP eval automatically (#61477)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-13 16:15:30 -07:00 |
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8082b62f32
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[Mooncake] Allow Mamba cache mode none for capacity-only workers (#60712)
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 23:13:58 +00:00 |
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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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Anirudh Ravichandran
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e90158d912
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[Bugfix][MoE] Clamp BLOCK_SIZE_K to the FP8 quantization block in the batched Triton MoE (#60733)
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2026-10-13 17:02:17 -04:00 |
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Matthew BonanniandClaude Opus 5.5
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292da21f9d
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[HiSparse] Read GPU-resident KV directly for mixed and BF16 prefills (#60417)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 16:40:20 -04:00 |
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Andreas KaratzasandClaude
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67516b6c42
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[Bugfix][ROCm][Kimi-K3] Stage fused KDA decode weights after loading (#61207)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-13 14:55:57 -05:00 |
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djramic
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93d0bd9d50
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[ROCm][CI] Drop the -inf padding check from the AITER MQA logits test (#61420)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
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2026-10-13 15:49:30 -04:00 |
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483e0c24c7
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[KV Offload] Split replicated-layout pre-faulting across workers (#59545)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 19:18:56 +00:00 |
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c068db0e1d
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[Bugfix][Compile] Replace Transformers AOT caching with graph caching (#58918)
Signed-off-by: fangyao fan <2281693949@qq.com>
Signed-off-by: Taimys <ffy2281693949@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Taimys <ffy2281693949@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-13 19:17:29 +00:00 |
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Anish ShanbhagandOpenAI Codex
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3f550129e8
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[Perf][Attention][MiniMax-M3] Select CUTLASS MSA by EAGLE3 decode shape (#55838)
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-13 15:05:28 -04:00 |
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GuanLuoandsfeng33
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6d1daa9fe5
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[Bugfix][Frontend] Expose completion response schemas in OpenAPI (#60926)
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-10-13 18:54:06 +00:00 |
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c5bda658d2
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[Model][MoE] Load MegaMoE experts directly into the DeepGEMM layout (#60096)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Aaron Hao <hao-aaron@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Aaron Hao <hao-aaron@users.noreply.github.com>
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2026-10-13 11:52:08 -07:00 |
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Matthew BonanniandClaude Opus 5.5
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624a5ddafd
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[Attention] Fetch MLA prefill workspace at use instead of init (#60654)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 17:25:03 +00:00 |
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e83222396f
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[ROCm][Perf] W4A16: speed up skinny GEMM decode, including speculative batches (#57199)
Signed-off-by: Robert Esclapez Garcia <robert.garcia@amd.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-10-13 17:21:30 +00:00 |
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Roberto L. CastroandClaude Opus 5.5
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7fad7db330
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[Perf][Feat] Add generic cuteDSL LL FP32 router (GEMM) (#44343)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 12:38:46 -04:00 |
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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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Woosuk KwonandClaude Opus 5.5
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ac71b17517
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[Model Loader] Keep norm layers neutral under dummy weight init (#61323)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 08:54:24 -07:00 |
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Taksh Kothari
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12b005eefa
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[Bugfix] Don't split a multimodal item that a prefill chunk starts exactly on (#52412)
Signed-off-by: Taksh <takshkothari09@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-10-13 15:32:38 +00:00 |
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Elvir Crnčević
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b9b401b2ef
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[Kernel] Fuse DeepEP-v2 decode globalize+align into one launch (#53911)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
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2026-10-13 11:10:38 -04:00 |
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wang.yuqi
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669f85e686
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[Misc] Break chat_utils into more maintainable modules. (#60972)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-10-13 15:08:07 +00:00 |
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Rishabh Agarwal
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f395a6b1ad
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[ROCM][Bugfix] Deferring to TRITON_ATTN backend for Prefix lm models instead of ROCM_ATTN and fixed minor bug in Gemma3 Multimodal code (#46754)
Signed-off-by: GodRishUniverse <rishabh.agarwal@amd.com>
Signed-off-by: Rishabh Agarwal <risagarw@amd.com>
Signed-off-by: GodRishUniverse <risagarw@amd.com>
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2026-10-13 10:03:48 -05:00 |
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Jiangyun ZhuandClaude Opus 5.5
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61d9c777bf
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[CI] Run the Clef pooler test on GPU (#61409)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 14:42:53 +00:00 |
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de8291e24f
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[Core] Add lifecycle hooks for worker extensions (#59463)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-10-13 21:51:05 +08:00 |
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