 stefankoncarevic
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73723b707f
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[ROCm][MoE] Fix gfx950 block scale swizzle for AITER Triton MXFP4 W4A16 (#54773)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-09-01 19:48:45 +00:00 |
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Julien Debache
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ab54f5bd83
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[Chore] Remove redundant _pack_topk_ids_weights_kernel in TrtLLM NvFP4 MoE (#46872)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-09-01 15:30:11 -04:00 |
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Wentao Ye
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6c58595c2d
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[Feature] Avoid flashinfer autotune each time when vllm source change (#54794)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-01 15:03:30 -04:00 |
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2fe5cef35e
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[Fix] Fix FSE compatibility detection for Quark-produced models (#54573)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 12:12:20 -05:00 |
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Harry MellorandClaude Opus 5
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f1e5fdd7f2
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[Transformers backend] Replace vocab embeddings in recursive_replace (#54760)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-01 15:35:24 +00:00 |
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Misha GoinandOpenAI Codex
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82b7d49a6e
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[MoE] Generalize masked activation for padded layouts (#51217)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-01 11:34:13 -04:00 |
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Taneem Ibrahim
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76f3249fbd
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[Mypy] Fix typing for M models (#54262)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-01 11:26:00 -04:00 |
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Andrii SkliarandAndrii Skliar
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adebc41b7e
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[Mamba] Add FlashInfer ReplaySSM backend (#52506)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-09-01 10:26:43 -04:00 |
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Priyansh Jain
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55aa766dc8
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[Bugfix][Model] Fix GraniteMoeHybrid per-expert quantized weight loading (#54052)
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2026-09-01 12:38:53 +00:00 |
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92ccd2c306
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[Bugifx][INC] Fix INC quantization method selection for non-quantized layers (#47237)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-01 10:40:47 +00:00 |
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8f03625b3d
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[CPU][Zen] Route Int8 MoE inference through zentorch on AMD (#44834)
Signed-off-by: R <Ganesh.R@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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2026-09-01 09:31:31 +00:00 |
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Subhash Polisetti
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4707679cd2
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[Bugfix][MiniCPM-V] Route video_embeds to the shared vision parser (#54633)
Signed-off-by: subhash polisetti <subhashr161347@gmail.com>
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2026-09-01 09:16:07 +00:00 |
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fxmarty-amdandAndreas Karatzas
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63988f3c2d
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[Quantization][Refactor][1/N] Adopt QuantKey in QuarkConfig and methods, relying on weight_quant_key, act_quant_key for quant method dispatch (#52958)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 02:55:54 -05:00 |
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sychen52
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7c5dc571cb
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[Attention][DSA] Enable W4A16 DSA (#51724)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-09-01 12:37:47 +08:00 |
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afriedriandAndreas Karatzas
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dc9114b201
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[ROCm][MoE] Split AITER CK and Triton MXFP4 W4A16 into separate backends (#50622)
Signed-off-by: afriedri <afriedri@amd.com>
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-31 23:14:14 -05:00 |
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446c769482
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[Distributed] Add opt-in FlashInfer PCIe IPC all-reduce backend (#53576)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-01 03:34:56 +00:00 |
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Roberto L. CastroandCodex
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e16b5e518d
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[1/N][warmup][DSv4] Migrate generic MLA metadata and indexing kernels (#50175)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
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2026-08-31 23:26:05 -04:00 |
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Lain
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882ca8d696
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[Kernel] add Flashinfer cutedsl w4a16 linear (#53014)
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
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2026-09-01 02:49:14 +00:00 |
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4c21d41733
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[XPU] Route activation CustomOps to SYCL kernels (#53734)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-01 09:19:52 +08:00 |
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Zihan ZhangandClaude Opus 5
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d61b6e1878
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[Bugfix][Spec Decode] Take the DFlash draft's RoPE layout from its own config (#54373)
Signed-off-by: SubSir <tiancaizhangdaxian@sjtu.edu.cn>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-08-31 18:13:20 -04:00 |
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f5c3cc240b
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[Perf][Kernel] Tune cooperative topk for medium batch-sizes (#53382)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-31 13:44:38 -07:00 |
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Juhi MittalandClaude Opus 5
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85c1365bd9
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[Bugfix] NemotronHMTP: add hf_to_vllm_mapper so quant exclusions reach the MTP draft (#53790)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-31 12:10:24 -07:00 |
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Zhenzhong XuandKunshang Ji
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bd575a0d0b
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[AutoRound] Support AutoRound Format Block-Wise FP8 in vLLM (#47434)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-08-31 22:56:20 +08:00 |
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Jee Jee Li
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e2c8eeac40
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[kernel] Fused embedding kernel (#53677)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-31 11:34:14 +00:00 |
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Andreas Karatzas
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399247cc88
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[Bugfix][MM] Fix MiniCPM-o image processor reuse on Transformers v5 (#54501)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-08-31 17:07:52 +08:00 |
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jl9876andKunshang Ji
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1b9539d37c
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[Quantization][Autoround][XPU] Support AutoRound MXFP8 MoE models (#51248)
Signed-off-by: jl9876 <jia.li@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-08-31 16:37:01 +08:00 |
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zofiaandopencode
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2a61f060d3
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[XPU] Ensure unquantized linear weight is N-contiguous (#53536)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: opencode <noreply@opencode.ai>
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2026-08-31 16:01:24 +08:00 |
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Li, Jiang
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fdbf2ddbd2
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[Bugfix][CPU] Fix several bugs (#54042)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-08-31 15:33:06 +08:00 |
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Jee Jee Li
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8e92248f79
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[Kernel] Retire the DSv3 router GEMM CUDA kernel (#54040)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-31 07:15:31 +00:00 |
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Prudhvi Vuda
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7292ee2791
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[Bugfix][Multimodal] Honor modality-scoped mm_processor_kwargs (#53808)
Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com>
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2026-08-31 06:37:12 +00:00 |
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+5
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e126687a9a
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[Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-31 05:57:56 +00:00 |
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LironKesem
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44fe2a392b
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[CPU] add CPU support for Voxtral (#53921)
Signed-off-by: Liron Kesem <52330564+LironKesem@users.noreply.github.com>
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2026-08-31 04:20:37 +00:00 |
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Isotr0py
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555ea65e8c
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[Frontend] Add video embeds input support (#54242)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-31 03:20:47 +00:00 |
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7ab2923489
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[Flashinfer] Upgrade Flashinfer version to 0.6.18 (#54313)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-08-30 16:01:05 -07:00 |
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Aditya JhaandClaude
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9d0fe9bac8
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[Bugfix][Quantization][MoE] Route weight only NVFP4 checkpoints through W4A16 (#54427)
Signed-off-by: Aditya Jha <4adityajha@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-30 13:02:15 -04:00 |
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Jiangyun ZhuandOpenAI Codex
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8c51b92654
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[Bugfix] Avoid global config lookup in sparse indexer forward (#54400)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-30 03:31:47 -07:00 |
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2c7d7dd64a
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[Perf][ROCm] Dual-stream decode with hipgraphs (#52033)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-08-30 08:24:20 +00:00 |
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Devon KrismanandClaude Fable 5
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4f78a8fdd0
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[Model] Honor cap_pixels_per_frame in Qwen3-VL memory profiling (#54380)
Signed-off-by: Devon Krisman <git@krisman.dev>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-30 08:07:29 +00:00 |
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Connor Carpenter
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7a67941c1d
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[Rust Frontend][gRPC] Add audio and video media inputs (#53760)
Signed-off-by: Connor Carpenter <connorc@nvidia.com>
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2026-08-30 11:31:37 +08:00 |
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b016ed8ea3
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[Bugfix][Multimodal] Release Qwen2.5-VL and Qwen3-VL RoPE caches with the model (#54346)
Signed-off-by: waizuichougou <2082431897@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-30 11:10:29 +08:00 |
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hcl
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b5707bf994
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[Bugfix][MoE] Enable cuBLAS out_dtype router GEMM on all CUDA archs (fixes family-120/GB10) (#54048)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
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2026-08-29 19:18:42 -07:00 |
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Shenglei FuandClaude Fable 5
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129087ddab
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[Perf] Reuse topk SparseMatrix routing metadata in GPT-OSS MoE forward (#45457)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-29 12:14:39 -04:00 |
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Nicolò Lucchesi
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7f4793eaa3
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[Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-08-29 16:03:53 +00:00 |
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Taneem Ibrahim
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fd5d3aea94
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[Mypy] Fix typing for J models (#54130)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-08-29 08:50:15 -04:00 |
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Oxana KorzhandClaude Opus 5
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fb68025138
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[Bugfix][MRV2] Release model and KV cache on in-process engine shutdown (#54162)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-28 22:09:08 -07:00 |
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b2f685834a
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[Hy4] support Hy4-preview model (#54160)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: russellfeng <russellfeng@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-29 12:07:28 +08:00 |
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Nick Hill
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6c18a54648
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[Perf] Avoid h2d copies from non-pinned CPU tensors (#54299)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-29 12:06:30 +08:00 |
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kaiyuanxieandCalvinXKY
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738bc8811a
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[BugFix] Disable TP for Qwen3-Omni audio encoder when heads % TP != 0 (#50858)
Signed-off-by: CalvinXKY <xky@users.noreply.github.com>
Co-authored-by: CalvinXKY <xky@users.noreply.github.com>
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2026-08-29 11:18:04 +08:00 |
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46a83642f6
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[Perf] Pin CPU tensors before non_blocking H2D in three MM paths (#54292)
Signed-off-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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2026-08-28 20:13:40 -07:00 |
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Ronaldandaoshen02
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16d6c376bc
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[Bugfix][Models] Register sleep-managed runtime buffers (#53507)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-08-29 10:32:24 +08:00 |
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