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e77daef89e
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[Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-11 02:11:19 -07:00 |
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siyuandIsotr0py
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73fb19151f
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[Fast Start] Support fp4 (#55465)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 13:22:17 +00:00 |
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9b959b8657
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[Model] DeepSeek-V4.1-Flash Model Definitions (#56228)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-10 20:16:26 +08:00 |
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Wentao Ye
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86aca66191
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[Kimi K3 Perf] Avoid KDA mixed-batch gather/scatter, 5.2%~7.7% E2E Throughput Improvement (#56159)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-10 17:57:01 +08:00 |
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Jared WenandClaude Fable 5.1
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1768273c13
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[Perf][GLM-5.3-Flash] Decode hot-path cleanups: strided KDA recurrent inputs, NoPE MQA query without concat, no duplicate router GEMM (#55736)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-10 16:28:33 +08:00 |
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Bugen ZhaoandIsotr0py
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b47b01cf33
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[Model][Frontend] Support DeepSeek-V4.1-Flash in Rust and Python frontends (#56208)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 01:15:06 -07:00 |
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9521c60bdc
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[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill reland (#54038)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: kliuae <17350011+kliuae@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-09-10 15:37:54 +08:00 |
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Yunzhu LuandIsotr0py
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442d36031c
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[MM][CG] Enable encoder CUDA Graph for MiniCPM-V (#42785)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 06:28:48 +00:00 |
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Li, Jiang
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c3ccc0e957
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[Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-09-10 14:14:48 +08:00 |
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ykamiset
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83252ea899
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[Performance][ROCm] Integrate aiter indexer scoring and top-k kernels into MiniMax-M3 sparse attention path (#52664)
Signed-off-by: Yamini Preethi Kamisetty <YaminiPreethi.Kamisetty@amd.com>
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2026-09-09 15:40:33 -07:00 |
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Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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3116c5d06b
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[Qwen4Exp] Support UVA PLE-offload and Engram tensor parallelism (#54371)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 07:32:34 -07:00 |
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jimmy-adams
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62f3bf58a5
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[Bugfix][ROCm][DSv4] Skip launch_pdl=True JIT warmup when PDL is unsupported (#56035)
Signed-off-by: jimmy-adams <41593649+jimmy-adams@users.noreply.github.com>
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2026-09-09 13:50:41 +00:00 |
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60ad959b6f
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Fix block FP8 MTP in ModelOpt mixed checkpoints (#55513)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-08 22:47:21 +00:00 |
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Wentao Ye
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bfb443a6b6
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[Kimi Bug] Fix kda ima Triton Error [CUDA]: an illegal memory access was encountered (#55924)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-08 14:07:54 -07:00 |
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Roberto L. CastroandCodex
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6ddbab03de
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[4/N][warmup][DSv4] Migrate common attention kernels (#50176)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-08 10:25:48 -04:00 |
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Sherif WalyandNicolò Lucchesi
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f998862d46
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[Bugfix] Fix Kimi K3 loading with interleaved weight streams (#53379)
Signed-off-by: Sherif Waly <sherif.waly@mistral.ai>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
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2026-09-08 16:08:51 +02:00 |
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Wei Zhao
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a69402aaa8
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[Perf] Integrate FlashInfer KDA kernels (#55364)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-09-07 20:29:30 -07:00 |
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Andreas Karatzas
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6b5a12c0f8
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[ROCm][CI] Enable HY-V4 model initialization on ROCm (#54405)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-09-07 20:55:44 -05:00 |
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42801b3a6b
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[3/N][warmup][DSv4] Migrate FA4 MLA and shared CuTeDSL kernels (#53565)
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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2026-09-07 09:36:35 -04:00 |
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Thien Tran
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94e26dd3dd
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[Qwen3.8-Flash-Next] Support FP8 indexer cache for QSA (#54890)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-09-07 12:15:45 +00:00 |
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Chaojun Zhang
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8648446515
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[XPU][LoRA] Support LoRA for DeepSeek V4 on XPU (#53689)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-09-07 17:44:12 +08:00 |
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Thien Tran
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d9105ea800
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[Qwen3.8-Flash-Next] Remove torch.compile for NVIDIA implementation (#55272)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-09-06 21:57:56 -07:00 |
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de69e821b7
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[ROCm][Perf][DeepSeek V4] Fuse native FP8 shared expert with MXFP4 routed experts (#53161)
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Cursor Agent <agent@cursor.com>
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2026-09-06 19:42:21 -07:00 |
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Jee Jee Li
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199cb9b964
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[Kernel] Remove unused fake implementation (#55535)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-09-06 17:54:32 -07:00 |
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Ziming HuangandOpenAI Codex
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144e79c810
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[Kimi K3] Support internal prefix checkpoints with partial prefix caching and spec-decoding (#53614)
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-06 13:18:15 +08:00 |
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linitra24andJee Jee Li
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7985444339
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[Kernel][HY V4] Add Triton iHC pre/post fallback (#55059)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-05 23:12:50 +08:00 |
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Harry Huang
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28e605fb33
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[Bugfix][Qwen4Exp] fix state index strides in fused PLE conv (#55375)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
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2026-09-05 14:02:20 +00:00 |
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aoshen02andaoshen02
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7fbd44cbe0
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[Bugfix][DSv4] Seed the -1 sentinel in the prefill sparse index workspace (#55299)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
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2026-09-05 18:31:04 +08:00 |
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8369affa54
|
[Feat] Add EPLB support for GLM-5.3-Flash (#55119)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-05 05:28:33 +00:00 |
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d87a440f88
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[Core][MRV2] Support eagle3 spec decode with pipeline parallel (#50514)
Signed-off-by: Yongqin Wang <yongqinwang@roblox.com>
Co-authored-by: Cursor <noreply@cursor.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-05 11:45:34 +08:00 |
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Wei ZhaoandOpenAI Codex
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16328c7a77
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[Perf] Kimi K3 nvfp4 Align in_proj weights by 128 to avoid elementwise copy (#55242)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-05 10:46:47 +08:00 |
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385ba6b5b0
|
[Bugfix][Quantization] Register Quark per-block FP8 scales as weight_scale (#54770)
Signed-off-by: jimmy-adams <41593649+jimmy-adams@users.noreply.github.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-09-05 10:44:24 +08:00 |
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5690b02c03
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[Quantization] Support online quantization with partially pre-quantized checkpoints (#51392)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-04 11:46:06 -07:00 |
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Thien TranandKimi
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31a8a26662
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[Qwen3.8-Flash-Next] Improve QSA sparse GQA for prefill and short-ctx decode (#54873)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Kimi <noreply@moonshot.cn>
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2026-09-04 06:08:02 -07:00 |
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Rita Brugarolas
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3ff4f02dfe
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[AMD][kimik3][ROCm][Perf] Fuse MLA q/kv RMSNorm in AMD Kimi-K3 MLA wrapper (#52494)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
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2026-09-04 10:14:51 +00:00 |
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Canlin Guo
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fd4a151262
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[Kernel] Reuse Qwen4Exp HC combine-norm for MTP input (#54687)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
Signed-off-by: Canlin <canlinguosdu@gmail.com>
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2026-09-04 02:57:56 -07:00 |
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Thien Tran
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a5c9179e73
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[Qwen3.8-Flash-Next] Compact indexer logits workspace to improve prefill efficiency (#54915)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-09-04 00:43:20 -07:00 |
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Harry MellorandClaude Opus 5
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78300cdabf
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[Bugfix][Docs] Package glm5next nvidia subtree and fix its docstrings (#55214)
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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2026-09-03 21:25:26 -07:00 |
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aoshen02andaoshen02
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69cf055936
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[Performance][DSv4] Size dequant gather launch grid by rows (#55061)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen524@gmail.com>
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2026-09-03 20:06:34 -07:00 |
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Yunxiao NingandOpenAI Codex
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19c018ec05
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[Bugfix][DCP] Materialize prefill keys on non-owner ranks (#54908)
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-04 02:12:07 +00:00 |
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Yongye ZhuandClaude Fable 5
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bc2ee48073
|
[Perf] Prefetch the weight before the PDL wait in fused_q_kv_rmsnorm (#55020)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-03 15:40:16 -07:00 |
|
|
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cee0f92c02
|
[ROCm][Perf] Optimize MiniMax-M3 decode indexer and top-k (#54682)
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-03 13:20:18 -07:00 |
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|
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fc8f10792c
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Fix DeepSeek V4 FlashMLA auto KV cache dtype (#45091)
Signed-off-by: elehayym <huangxh1618@gmail.com>
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: elehayym <huangxh1618@gmail.com>
Co-authored-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
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2026-09-03 19:29:14 +00:00 |
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sychen52andVadim Gimpelson
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d4d703caf9
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[Bugfix][Model] Fix FP8 PLE loading in mixed ModelOpt checkpoints (#54882)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-09-03 21:09:39 +04:00 |
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Bolin SunandClaude Fable 5
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d410fc12f3
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[Kernel] Enable Kimi-K3 SiTU on the CuteDSL MoE backend and the SM107 low-latency GEMM plan (#54606)
Signed-off-by: Bolin Sun <bolins@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-03 16:49:31 +00:00 |
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Jiangyun Zhu
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98ed0856f3
|
[Model] add GLM-5.3-Flash support (#53906)
|
2026-09-03 09:40:35 -07:00 |
|
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Wentao Ye
|
a56654d6de
|
[K3 Perf] Enable DSV3 GEMM for inner-contiguous and row-strided tensors, 12%~81% kernel performance improvement (#54565)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-02 12:22:40 -07:00 |
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Isotr0py
|
1356635d83
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[New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-02 11:09:09 -07:00 |
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Thien TranandCodex
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f870b92976
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[Qwen3.8-Flash-Next] Fuse Qwen4Exp PLE kernels (#54517)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Codex <codex@openai.com>
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2026-09-02 12:32:16 +08:00 |
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Harry Huang
|
1e300895ac
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[Qwen4] validate FP8 PLE weight scale after loading (#54722)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
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2026-09-02 04:30:58 +00:00 |
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