 Tim DettmersandClaude Opus 4.6
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d44a5b6c47
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Remove dead bitsandbytes CxB code from 8-bit inference path (#34633)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-17 01:49:14 -08:00 |
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Jiangyun Zhu
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1d65283e95
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Revert "[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj" (#34683)
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2026-02-17 01:29:27 -08:00 |
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haosdentandMichael Goin
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b68fd899d1
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[Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-16 17:58:49 -08:00 |
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roikoren755
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3b30e61507
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[NemotronH] Do not force router to run in fp32 (#34582)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-02-16 10:15:32 -08:00 |
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danisereb
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ec7d9e6745
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Fix call to moe_mk in modelopt MoE modules (required for LoRA) (#34575)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-02-16 07:33:09 -08:00 |
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Isotr0py
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3bb4e4311c
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[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj (#34492)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-16 07:32:51 -08:00 |
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Samu TamminenandWentao Ye
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a5ccc85c8c
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[Bugfix] Fix Dynamo unexpected keyword argument (#34320)
Signed-off-by: Samu Tamminen <stammine@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-02-16 01:32:30 -08:00 |
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bnellnm
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5bff999d12
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[Bugfix] Add method to swap quant_method on FusedMoE to fix LoRA issues (#34453)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-15 20:10:50 -08:00 |
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Isotr0py
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71cd89264f
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[MM Encoder] Add Triton ViT attention backend (#32183)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-15 06:32:47 -08:00 |
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haosdent
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79f3fab05a
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[Bugfix] Handle num_expert_group=None in flashinfer block-scale FP8 MoE (#34494)
Signed-off-by: haosdent <haosdent@gmail.com>
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2026-02-14 23:25:46 -08:00 |
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Vadim Gimpelson
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604b9eaec5
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[BUGFIX] Fix accuracy regression for NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 with TP>1 (#34476)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-02-14 23:25:17 -08:00 |
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Michael Goin
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bfaa559305
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Revert "[Bugfix] Fix fused MoE IMA (sans chunking) by using int64 for strides" (#34530)
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2026-02-13 10:35:29 -08:00 |
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Matthias GehreandTJian
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934acddef9
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[Perf] fused_moe: add int4_w4a16 benchmark support and tuning config (#34130)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-02-13 00:14:27 -08:00 |
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Roger Wang
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eea3024f43
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[Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2026-02-12 22:48:42 -08:00 |
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bnellnm
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04ea31baab
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[Bugfix] Remove assert that's no longer valid (#34443)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-12 18:18:15 -08:00 |
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amitz-nv
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f120bd42d3
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[Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
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2026-02-12 13:06:58 -08:00 |
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Michael Goin
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6d4e27ce29
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[Bugfix] Enforce DeepGEMM when using sparse_attn_indexer on CUDA (#34374)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-02-12 12:08:06 -08:00 |
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xuebwang-amdandTJian
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766e167821
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[ROCm][quantization] improve OCP weight quant parser robust (#34431)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-02-12 09:40:19 -08:00 |
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f2c47886fd
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[Attention] Add FlashInfer Sparse MLA backend (#33451)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-02-12 17:21:54 +00:00 |
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danisereb
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dea63512bb
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Add config file for fused MoE for Nemotron (TP4, B200) (#34411)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-02-12 06:09:55 -08:00 |
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8a798be929
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[ROCm] Enable MXFP4 MoE weight pre-shuffling on gfx950 and update aiter (#34192)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
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2026-02-12 05:06:33 -08:00 |
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Kyle SayersandMichael Goin
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e9cd691132
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[Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 23:15:16 -08:00 |
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Lucas WilkinsonandBill Nell
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136b0bfa59
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[BugFix] Fix DP chunking (#34379)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Bill Nell <bnell@redhat.com>
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2026-02-12 06:44:03 +00:00 |
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Michael Goin
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ff1f83b056
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[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 17:29:32 -08:00 |
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bnellnm
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31d992d215
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[Bugfix] Fix some issues with MoERunner PR #32344 (#34371)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-11 14:33:14 -08:00 |
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LindaandPavani Majety
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275e0d2a99
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[NVIDIA][test] Tests for flashinfer TRTLLM BF16 MoE (#33715)
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2026-02-11 12:38:11 +00:00 |
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Li, Jiang
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05339a7b20
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[Bugfix][CPU] Fix llama4 inference on CPU (#34321)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-02-11 19:07:23 +08:00 |
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Harry Mellor
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40b8f55358
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[Docs] Reduce time spent generating API docs (#34255)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-02-11 02:56:02 -08:00 |
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Kunshang Ji
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cb9574eb85
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[XPU][9/N] clean up existing ipex code/doc (#34111)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-02-11 00:27:15 -08:00 |
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Tyler Michael SmithandClaude Opus 4.6
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d7982daff5
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[Bugfix] Fix fused MoE IMA (sans chunking) by using int64 for strides (#34279)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-11 05:15:52 +00:00 |
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Robert ShawandRobert Shaw
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9b17c57460
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[ModelBash][DSR1 NVFp4] Removed Bf16 Bias Cast (#34298)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-02-11 05:00:00 +00:00 |
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zofia
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b482f71e9f
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[XPU][7/N] enable xpu fp8 moe (#34202)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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2026-02-11 03:33:59 +00:00 |
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Tyler Michael SmithandRobert Shaw
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066c6da6a0
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[WideEP] Fix nvfp4 DeepEP High Throughput All2All backend (#33738)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-10 19:15:43 -08:00 |
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bnellnm
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d1481ba783
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[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-10 19:51:07 -05:00 |
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Pavani Majety
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578977bb5e
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[SM100] Resubmit FMHA FP8 prefill for MLA (#31195)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2026-02-10 16:18:43 -05:00 |
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Roberto L. CastroandClaude Sonnet 4.5
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afdce12c89
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[Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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2026-02-10 10:29:52 -05:00 |
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b129136c7a
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[ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-10 10:08:05 -05:00 |
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Gregory Shtrasberg
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c60f8e3b49
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[Bugfix][ROCm][GPT-OSS] Use old triton_kernels implementation on ROCm if the new API is not available (#34153)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2026-02-09 17:38:54 -06:00 |
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TomerBN-NvidiaandCursor
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995bbf38f1
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[Bugfix] Fix shared expert input for latent MoE in EP+DP (Nemotron-H) (#34087)
Signed-off-by: Tomer Natan <tbarnatan@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-02-09 16:44:18 +00:00 |
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9562912cea
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[MODEL] Adding Support for Qwen3.5 Models (#34110)
Signed-off-by: JJJYmmm <1650675829@qq.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wulipc <wulipc@users.noreply.github.com>
Co-authored-by: ywang96 <ywang96@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-02-09 21:12:58 +08:00 |
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zofia
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9bdb06b436
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[XPU][6/N] add xpu scaled_mm kernel (#34117)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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2026-02-09 20:17:35 +08:00 |
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Andrey Talman
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f97ca67176
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[Release 2.10] Update to Torch 2.10 - final release (#30525)
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2026-02-08 13:51:09 -08:00 |
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danisereb
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084aa19f02
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Add support for ModelOpt MXFP8 dense models (#33786)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-02-08 11:16:48 -08:00 |
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navmarri14
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1ecfabe525
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glm 4.6 fused tuned inference config for B200 (#32958)
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2026-02-08 18:55:47 +00:00 |
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TomerBN-NvidiaandTomer Natan
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a263aa6140
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[BugFix] Change support no act and mul for marlin (#34088)
Signed-off-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Co-authored-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
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2026-02-08 17:18:22 +00:00 |
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Hashem Hashemi
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ed17f54c8b
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Perf tuning and expansion of cases covered for wvSplitKrc (#33493)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-02-07 05:33:11 -08:00 |
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Rohan Potdar
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de3869bb4d
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move checks out of unified_kv_cache_update custom op (#33943)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-02-07 05:30:09 -08:00 |
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whx
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ce9b3cd3e9
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[PluggableLayer][3/N] Apply PluggableLayer to mamba layers. (#33660)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-02-07 05:26:05 -08:00 |
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lukec
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15a0b9e570
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Fix spelling errors (#33978)
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2026-02-06 23:58:50 -08:00 |
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207c3a0c20
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Fix RoutingMethodType logic (#33919)
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-02-06 14:03:34 -08:00 |
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