 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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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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Yongye Zhu
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d6d6658543
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[Kimi-K3][Perf] Make native CUDA AttnRes the SM100 default (#54261)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-08-31 23:18:12 +00:00 |
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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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+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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ca29cd48ba
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[Quantization][Humming] Support MXFP4 weight + block-FP8 activation for MoE (#51332)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-25 10:21:00 -04:00 |
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Kevin H. LuuandAndreas Karatzas
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592e06f2ae
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Revert "[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill" (#53294)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-21 13:34:13 -07:00 |
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463aa5e30f
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[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill (#52606)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-08-21 09:07:13 -07:00 |
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Woosuk KwonandOpenAI Codex
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f1178f3a06
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Revert DSv4 eager workspace reuse (#52836)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-18 17:02:59 -07:00 |
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1be3628367
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[Kernel][Perf] Add fused CUDA post-conv MTP decode kernel for Qwen3.5 GDN (#51674)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-14 11:44:45 +08:00 |
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903d2efe7e
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[Attention][MLA] Fuse Kimi-K3 chunked-context K/V packing (#51772)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-12 22:42:57 -07:00 |
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Jason Li
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0055b8bfa3
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[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032)
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2026-08-02 13:46:55 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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df71917cf1
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[DSv4 Perf] Optimize workspace reuse for eager break, 3.9% E2E TTFT improvement. (#49236)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-31 08:45:58 -07:00 |
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+12
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7c6729b769
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[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
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2026-07-29 14:10:58 +08:00 |
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Thien Tran
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61ac368021
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[Kimi-K3] Add AttnRes kernels (#50090)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-28 00:22:09 -07:00 |
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Woosuk Kwon
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213f681f81
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Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768)
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2026-07-24 16:04:59 -07:00 |
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dd72658e7d
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[Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
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2026-07-23 21:36:27 -07:00 |
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67f9046e4a
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[Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 22:44:04 +00:00 |
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ee5a89f4d7
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[ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-07-12 19:27:29 -07:00 |
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Tanish MalekarandClaude Sonnet 4.6
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e26264f3ef
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[Kernel] Implement CUDA kernel for ReLUSquaredActivation (relu^2) (#39058)
Signed-off-by: Tanish Malekar <tanishmalekar32@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-07-12 19:18:03 -07:00 |
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Michael Goin
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08dfd68610
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[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-10 07:17:50 -07:00 |
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Michael Goin
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d715b3aa1e
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Delete PagedAttention (#47361)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-02 12:31:26 -07:00 |
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TJian
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de2a8fc042
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[ROCm] [PyTorch] Move to stable abi since ROCm upgraded to torch 2.11 (#47128)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-07-02 18:34:07 +08:00 |
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Wentao Ye
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9e84ec8648
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[Refactor] Remove dead minimax allreduce rms kernel (#46842)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-30 08:29:21 -07:00 |
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Roberto L. Castro
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855cd4d787
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[Perf][DSv4/DSv3.2] Add cluster-cooperative topK kernel for low-latency scenarios (#43008)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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2026-06-23 16:11:00 -07:00 |
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Chris Leonard
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b9a7cd464c
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[12/n] final _C library kernel migration (#45415)
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2026-06-19 06:57:26 -07:00 |
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Wentao YeandShengqi Chen
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b4c80ec0fd
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[Refactor] Remove dead cutlass mxfp8 code (#44681)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-17 21:18:25 -07:00 |
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arghyadeep sarkar
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93bbe94d3a
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[Kernel] Add weightless RMSNorm CUDA kernels for has_weight=False (#41430) (#44109)
Signed-off-by: hello-args <args.sarkar@gmail.com>
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2026-06-16 23:45:55 -07:00 |
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Thien TranandYongye Zhu
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4c62663315
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[M3] Enable FP8 sparse GQA (#45744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-16 21:38:03 -07:00 |
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0a1c5034f5
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[Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-16 01:01:25 +08:00 |
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Isotr0py
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6635279d8a
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[Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-12 12:02:21 -07:00 |
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Chris LeonardandShengqi Chen
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a014dddbaa
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[11b/n] Migrate Machete kernels to torch stable ABI (#45304)
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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2026-06-12 10:36:49 +00:00 |
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Chris Leonard
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7021be66e8
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[11a/n] Migrate Marlin kernels to torch stable ABI (#45176)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
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2026-06-11 21:22:37 -07:00 |
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Chris LeonardandShengqi Chen
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6e64c1bab1
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[10c/n] Migrate MoE kernels to torch stable ABI (#44565)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-10 23:02:26 -07:00 |
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Charlie Fu
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228bcc436b
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[ROCm][Kernel] Enable permute_cols for ROCm (#44674)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-07 09:50:03 +00:00 |
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TJian
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aa6fb8a329
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[Bugfix] [ROCm] [Critical] fallback to regular abi for ROCm (#44648)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-06-05 15:51:17 +00:00 |
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Chris Leonard
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56aff0dd15
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[10/n] Migrate cuda_view and silu_and_mul_per_block_quant kernels to torch stale ABI. (#44334)
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2026-06-04 20:14:43 -07:00 |
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Yongye Zhu
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b5235fca2e
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[DSv4] Adding TRTLLM gen attention kernel (#43827)
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2026-06-04 07:35:09 -07:00 |
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Chris LeonardandShengqi Chen
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59d0236193
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[10b/n] Migrate custom all-reduce, DeepSeek V4 fused MLA, MiniMax reduce-RMS, and MXFP8 MoE to libtorch stable ABI (#44365)
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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2026-06-04 00:29:46 +08:00 |
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Charlie Fu
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71df063c49
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Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-02 23:23:28 -07:00 |
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Jee Jee LiandYiliu Dong
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559d6710bf
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[PERF]MiniMax-M2 gate kernel (#38445)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
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2026-05-29 18:28:34 -07:00 |
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22a58640b4
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[9/n] Migrate attention and cache kernels to torch stable ABI (continued) (#43717)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-29 04:44:45 +00:00 |
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284e6f543d
|
[8/n] Migrate merge_attn_states, mamba, sampler to torch stable ABI (continued) (#43361)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-27 09:35:24 -07:00 |
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a7be0f342d
|
[7/n] Migrate pos_encoding and norm kernels to libtorch stable ABI (continued) (#43209)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-23 13:20:00 +08:00 |
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07aeaf9d4d
|
[6/n] Migrate activation kernels, gptq, gguf, non cutlass w8a8 to libtorch stable ABI (continued) (#42663)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-20 00:18:12 -07:00 |
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Chris LeonardandMikayla Gawarecki
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85b2fecab7
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[5/n] Migrate CUTLASS MLA, hadamard, awq, allspark and DSV3 fused a gemm to torch stable ABI (continued) (#42339)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-05-13 07:24:39 +00:00 |
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d0359f3e04
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[Bugfix] Guard mxfp4_experts_quant bindings on ENABLE_NVFP4_SM100 (#40191)
Signed-off-by: ultranationalism <www913363043@gmail.com>
Signed-off-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-18 13:58:46 -07:00 |
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Michael Goin
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a8bffaa133
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[Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-04-17 16:42:32 -07:00 |
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mikaylagawarecki
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7c080dd3c5
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[4/n] Migrate FP4/W4A8 CUTLASS kernels to torch stable ABI (#37503)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-31 10:21:13 -07:00 |
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mikaylagawarecki
|
ab1a6a43fa
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[3/n] Migrate cutlass/scaled_mm_entry.cu torch stable ABI (#37221)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-30 11:20:13 -07:00 |
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