 Wentao Ye
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c19c263ac8
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[GLM 5.3 Perf] Handle two elements at the same time for per token group quant, 2.8% E2E ITL improvement (#60927)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-13 13:06:41 -07:00 |
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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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a31054f5ef
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[NIXL] Bump CUDA 12 NIXL to 1.5.0 (#60428)
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: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 12:47:41 -07:00 |
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68fc395554
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[Bugfix] Keep GateLinear batch invariant under VLLM_BATCH_INVARIANT (#59985)
Signed-off-by: yifanFengg <evanfengff@gmail.com>
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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2026-10-13 15:43:54 -04:00 |
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yifanFenggandClaude Fable 5.1
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b33cb81237
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[Bugfix] Keep compressed-tensors wNa16 linear layers batch invariant (#60524)
Signed-off-by: yifanFengg <evanfengff@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-10-13 15:43:40 -04:00 |
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Wentao Ye
|
2f18d13cf0
|
[GLM5.3 Perf] Enable fp8 kv cache for GLM5.3 Flash by default, 9.8% E2E Throughput Improvement (#61228)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-13 15:29:17 -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
|
[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
|
3f550129e8
|
[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
|
[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
|
[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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Chris LeonardandShengqi Chen
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f5fefbffe5
|
[Build] DeepGEMM migration to torch Stable ABI (#59482)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-10-13 08:01:44 -07:00 |
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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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Thien Tran
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0fae39a014
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[Perf] per_token_group_quant_8bit: multiply by reciprocal instead of dividing per element (#61343)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-10-13 21:37:10 +08:00 |
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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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Nathan SalaandShaun Kotek - Nvidia
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0838cd6593
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[Bugfix] Load and apply Nemotron Super final vision LayerNorm (#61401)
Signed-off-by: Shaun Kotek <skotek@nvidia.com>
Co-authored-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
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2026-10-13 12:42:29 +00:00 |
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Hexiang Wang
|
7342dc0317
|
[MoRIIO] Require pending remote prefill for READ cache hits (#60638)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
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2026-10-13 20:19:53 +08:00 |
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253e02b95e
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[Perf] Warm up DeepGEMM MegaMoE kernels before serving (#60468)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
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2026-10-13 20:17:48 +08:00 |
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Aditya Ganesh Kumar
|
d9a543c500
|
[Bugfix][Frontend] Forward --enable-log-outputs to the Cohere Chat v2 (#61089)
Signed-off-by: Aditya Ganesh Kumar <adty910@gmail.com>
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2026-10-13 12:01:59 +00:00 |
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818f70c295
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[Bugfix] Mask special added tokens in xgrammar JSON, regex and EBNF grammars (#60749)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-10-13 14:38:23 +03:00 |
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Vadim GimpelsonandClaude
|
cd7517fb17
|
[Bugfix] Fix ReplaySSM ring shape assertion when TP does not divide Mamba2 n_groups (#60704)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-13 11:31:53 +00:00 |
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Linze Shi
|
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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noone-zhhhandIsotr0py
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426f3bd36b
|
[Bugfix][Model][Rust Frontend] Qwen3_ASR: Handle ragged Qwen audio batches from Rust frontend (#60979)
Signed-off-by: zh98 <workallday.zhh@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-10-13 10:49:39 +00:00 |
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samayp01andArtem Perevedentsev
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54db759eea
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[Bugfix][Structured Output] Reject structural_tag and unhandled specs in backend validation (#58862)
Signed-off-by: Samay <samay.piduru@gmail.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-10-13 13:27:34 +03:00 |
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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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JackRao123andClaude Opus 5.5
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877f6df889
|
[Bugfix][DSv4] Don't bake the C128 compressor skip into CUDA graphs (#59709)
Signed-off-by: Jack Rao <jack.rao@baseten.co>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 10:15:11 +00:00 |
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c7a305ec10
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[Bugfix][Mamba] Store conv_kernel - 1 inputs in Mamba2 prefill checkpoints (#60797)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
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2026-10-13 10:09:17 +00:00 |
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Kevin H. LuuandClaude Opus 5.5
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206e45d470
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[CI] Shard V1 Attention automatically instead of by fixed pytest shards (#61200)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-13 02:24:06 -07:00 |
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Thien TranandOpenAI Codex
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656d0d4506
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[Perf] Tune Triton GDN decode tiles on SM100-family GPUs (#61355)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-13 17:01:12 +08:00 |
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Vadim GimpelsonandClaude
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183625d4f9
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[Bugfix] Fall back to auto for unquantized MoE layers when --moe-backend is marlin (#60219)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-13 08:48:13 +00:00 |
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Harry MellorandClaude Opus 5
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6f11c220b5
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[Transformers backend] Fuse MoE routers that score after the top-k (#57410)
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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2026-10-13 08:41:23 +00:00 |
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stefankoncarevic
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24aa1191f4
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[ROCm][Bugfix] Run the AITER AR+RMSNorm fallback test on the platform… (#61350)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-10-13 08:35:57 +00:00 |
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Jiangyun Zhu
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ff305934f1
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[Tests][Mamba] Wait for accepted counts in fake MTP proposer (#61342)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-10-13 16:15:47 +08:00 |
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zhouyou
|
3ad096faf8
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[Bugfix][EC Connector] Don't create hash directories on cache-miss lookups in ECExampleConnector (#60826)
Signed-off-by: zhouyou9505 <zhouyou9505@gmail.com>
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2026-10-13 15:59:48 +08:00 |
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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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bc3ddb198a
|
[Model][Qwen4Exp] FP8 QSA main KV cache on Ampere (sm_80, sm_86) (#60602)
Signed-off-by: kimseunghyun <hellonypcteam@gmail.com>
Signed-off-by: kimseunghyun <incongnito12@gmail.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: kimseunghyun <hellonypcteam@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-10-13 15:30:19 +08:00 |
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Kevin H. LuuandClaude Opus 5.5
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4e4eab73ed
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[CI] Shard Model Executor and L4 Pipeline + Context Parallelism automatically (#61202)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 23:57:32 -07:00 |
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e2ad0ce5f5
|
[Bugfix][LoRA] Slice expert LoRA by the unpadded per-rank size under TP (#61235)
Signed-off-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-13 14:25:16 +08:00 |
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Yongye ZhuandClaude Opus 5.5
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a6009ea85b
|
[Kernel][Build] Bump DeepGEMM to the 26/09/30 release and adapt the sparse indexer (#61149)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-12 23:24:43 -07:00 |
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