 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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579aef4e8d
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[ROCm] Bump AITER to 0.1.21.post1 (#52826)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: fai <fangzhouai@gmail.com>
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2026-09-03 16:28:40 -07:00 |
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Yongye ZhuandClaude Fable 5
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9509fc8ae6
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[Perf][Kimi-K3] Cut MLA decode concat/cache epilogue latency (#54896)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-03 15:39:58 -07:00 |
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cee0f92c02
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[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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Fangzhou Ai
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8bf39632b8
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[ROCm][Perf] Add low-M FP32 router GEMM for gfx950 (#54845)
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2026-09-03 10:42:25 -07:00 |
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b7624069ff
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[Fusion] Manual ActivationQuantFusionPass initial application (#51415)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2026-09-03 13:37:31 -04:00 |
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Jiangyun Zhu
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98ed0856f3
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[Model] add GLM-5.3-Flash support (#53906)
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2026-09-03 09:40:35 -07:00 |
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c21751c90b
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[Kernel] Warm up Qwen GDN gated RMSNorm (#54251)
Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-03 18:19:48 +08:00 |
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Andreas Karatzas
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096d8e8ce6
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[ROCm][CI] Add MiniMax reduce RMS kernel coverage (#55057)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-03 04:07:59 -05:00 |
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Wentao Ye
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a56654d6de
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[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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Luke Alonso
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1945a94575
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[Bugfix][Tests] Stabilize B12X linear kernel checks (#54996)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
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2026-09-02 18:46:08 +00:00 |
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stefankoncarevic
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9b38e3ad53
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[CI][MoE] Moe kernels test cleanup (#54954)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
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2026-09-02 13:31:36 -05:00 |
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stefankoncarevic
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3e9d364ff7
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[CI/Build][ROCm] Guard the two CUDA-only tests in test_bf16_skinny_gemm (#54984)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-09-02 13:21:18 -05:00 |
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Isotr0py
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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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stefankoncarevic
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62588e0592
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[CI] Batch the swap_blocks verification instead of copying block by block (#54558)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
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2026-09-02 03:12:40 -05:00 |
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ee3c00bbf4
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[Performance] Register Triton W4A16 GEMM as a custom op (#51453)
Signed-off-by: giuseppegrossi <ggrossi@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 22:55:34 -05:00 |
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Yongye ZhuandOpenAI Codex
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3ba9907a1d
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[Kimi-K3] Overlap low-M TP8 KDA projections (#54697)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-02 03:35:28 +00:00 |
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46c8a161f4
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[Bugfix] Handle padded routes in CUTLASS MoE permutations (#54747)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-01 19:08:17 -07:00 |
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Andreas Karatzas
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e01d4acbb1
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[ROCm][CI] Handle tied experts in softplus sqrt top-k test (#52679)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 18:04:14 -05:00 |
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mingg26andOpenAI Codex
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259a209bfa
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[Kimi-K3][Perf] Prefetch ll_bf16 router weights for M=1 (#53524)
Signed-off-by: ming <ming@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-01 21:40:19 +00:00 |
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Divakar VermaandAndreas Karatzas
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c0adee9231
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[ROCm][CI] Add ROCm misc ops and env tests (#53279)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 19:03:37 +00:00 |
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514c7314a0
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[Perf][Kernel] Initialize NVFP4 padding in quant kernel (#53568)
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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2026-09-01 09:49:07 -07:00 |
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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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Bojiang Li
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a232e29e9d
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[Bugfix] Gate sm_100-only kernel tests on the capability family, not >= (#54306)
Signed-off-by: bojiang3 <bli314159@gmail.com>
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2026-09-01 11:29:15 -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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Zheng Cai
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191cecd51e
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[Kernel][Qwen] Add Hopper LL-GEMM tuning table for Qwen4Exp (#54560)
Signed-off-by: Zheng Cai <8370601+zigzagcai@users.noreply.github.com>
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2026-09-01 11:21:41 +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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Andreas Karatzas
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40b2f62061
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[ROCm][CI] Stabilize the sqrt-softplus top-k tie oracle (#54403)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-09-01 05:34:40 +00:00 |
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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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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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Zheng GongandCursor Agent
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58dace61fa
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[Kernel] Make prefix-prefill tiling independent of the KV page size (#54194)
Signed-off-by: Zheng Gong <zgong@amd.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
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2026-09-01 09:19:55 +08:00 |
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mobicham
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07ea9350ba
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[Kernel][Gemma4] Prune Triton sliding-window tiles for multimodal prefixes (#53147)
Signed-off-by: mobicham <hichamb@dropbox.com>
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2026-08-31 22:21:22 +00:00 |
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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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dbb7fffddb
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[ROCm][MLA][DCP] Support causal multi-token verification (#51705)
Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com>
Signed-off-by: billishyahao <bill.he@amd.com>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: billishyahao <bill.he@amd.com>
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2026-08-31 10:42:28 -07:00 |
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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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699e180df4
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[Bugfix][SM120] DSv4: pass contiguous C128A decode topk indices on SM120 (#53574)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-31 09:44:42 +00:00 |
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Tianmu LiandOpenAI Codex
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c6c33f2b1f
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[CPU] Support FP16/BF16 persisted GDN state on AMX (#52191)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-31 16:32:20 +08:00 |
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2cf82bcdd1
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[Bugfix][DCP] Fix NVIDIA DeepSeek-V3.2 / GLM-5.2 fused attention (#50005)
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Signed-off-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-08-31 00:30:45 -07:00 |
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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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+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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56058fd572
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[Bugfix][Kernel] Keep packed GDN decode beta in FP32 (#53877)
Signed-off-by: CherryLemon <lemon_cn@alumni.sjtu.edu.cn>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-08-30 22:15:36 +08:00 |
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dbf662c9e8
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[ROCm][MLA] Reach FULL cudagraphs for AITER MLA speculative decoding (#51171)
Signed-off-by: yudigege86 <naqin@amd.com>
Co-authored-by: yudigege86 <naqin@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-29 19:49:55 -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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Oxana KorzhandClaude Opus 5
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1a16c2ad2c
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[CI][Test] Deflake the rms_norm scaling-property assertions (#54271)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-29 08:08:20 +08:00 |
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06cccf8730
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[Bugfix] Fix int32 token offset overflow in fused SiLU block quant (#53409)
Signed-off-by: Anni <dranox2222@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-08-28 16:23:36 -04:00 |
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afriedriandAndreas Karatzas
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2f1cba799e
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[ROCm] remove VLLM_ROCM_USE_AITER_FP4_ASM_GEMM environment variable; make w4a4 use the preshuffle triton+asm by default (#53141)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Signed-off-by: afriedri <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-28 18:59:53 +00:00 |
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Thien Tran
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f956e1c343
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[Kimi-K3][Bugfix] Fix low-latency GEMM fallback initialization (#54167)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-08-28 08:32:20 +00:00 |
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Roy WangandClaude Fable 5
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b74ac0bc61
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[Bugfix] Allocate packed outputs in fused_q_kv_rmsnorm so q_b_proj keeps its low-latency GEMM path at decode (#53109)
Signed-off-by: yasong.wang <yasong.wang@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-28 02:08:27 +00:00 |
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Misha GoinandOpenAI Codex
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5bbc58c0ad
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[Bugfix] Remove race in fused groupwise RMSNorm quantization (#54111)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-27 19:01:22 -07:00 |
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