 Matthias Gehre
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dc2e8f1157
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[ROCm][Perf] W4A16: keep skinny GEMM zero-points packed 4-bit (#54965)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-09-14 17:40:25 +08:00 |
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78e84261ab
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[Performance] Add Triton kernel for Gemma3n sparse GELU (#48498)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-14 07:42:15 +00:00 |
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Bugen Zhao
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cf1584f373
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[Refactor] Normalize DeepSeek V4.1 model package naming (#56741)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-13 23:17:50 -07:00 |
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Fangzhou Ai
|
dfa1984e58
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[ROCm][Perf] Tune MiniMax-M3 decode top-k for short contexts (#55235)
Signed-off-by: fai <fangzhouai@gmail.com>
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2026-09-13 21:36:27 -05:00 |
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82a85dc1d2
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[Attention] Add Triton/FlashInfer composite for multimodal prefix attention (#56305)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-13 14:29:41 +00:00 |
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d2d649e674
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[DS V4.1][Engram] Support async prefetch for offloaded engram lookups and engram DP sharding (#56512)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: ywang96 <>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-13 02:44:23 -07:00 |
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fa008bdccf
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[Perf][Kernel] Integrate DeepSelect TopK for the DSA sparse indexer (#56464)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-09-13 00:44:37 -07:00 |
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Ayushman SinghandAyushman Singh
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c2ea9f1a5f
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[Kernel][Perf][Quantization] Fix odd-row performance cliff in per-token-group quantization (#56478)
Signed-off-by: Ayushman Singh <ayush1399@users.noreply.github.com>
Co-authored-by: Ayushman Singh <ayush1399@users.noreply.github.com>
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2026-09-12 20:27:08 -07:00 |
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Roberto L. CastroandCodex
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e52be1a62d
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[9/N][warmup][DSv4] Migrate MHC TileLang kernels (#50178)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-12 17:25:23 -07:00 |
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Roberto L. Castro
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c377114636
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[Bugfix][CI] Update CuTeDSL indexer Q sentinel test for migrated wrappers (#56594)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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2026-09-12 09:12:58 -07:00 |
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JartX
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986e2f870a
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[Refactor][ROCm] Migrate the RDNA3 W4A16 MoE to the oracle/experts pa… (#55522)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-09-12 21:20:26 +08:00 |
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d43bb2f37f
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[3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
|
2026-09-12 00:36:47 -04:00 |
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Fangzhou AiandFangzhou Ai
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46d2b23ac5
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[ROCm][DSV4.1][Perf] Use AITER mHC for the delayed pre block (#56503)
Signed-off-by: Fangzhou Ai <fangzhou@semianalysis.ai>
Co-authored-by: Fangzhou Ai <fangzhou@semianalysis.ai>
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2026-09-12 00:35:48 +00:00 |
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chengchengpeiandTyler Michael Smith
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0c1e89ceb9
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[Bugfix][Kimi-K3] Fix KDA projection overlap on Hopper (#55426)
Signed-off-by: Chengcheng Pei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: Chengcheng Pei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-11 19:07:30 +00:00 |
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Misha Goin
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8a7f98c8c3
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[Kernel][MoE] Optimize batched_moe_align_block_size with cooperative writes (#53280)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-11 12:05:22 -07:00 |
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Andreas KaratzasandOpenAI Codex
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9dd969da09
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[Model][ROCm] Enable DeepSeek V4 Vision (#55107)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-11 09:17:30 -07:00 |
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Wentao Ye
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5fe77aecfc
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[Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:17:02 -07:00 |
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Wentao Ye
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1e1060f998
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[Kimi Perf] Group fp8 mla cahche insertion, 4~6x kernel level performance improvement for small batch (#55356)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:16:57 -07:00 |
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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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Fadi ArafehandLi, Jiang <jiang1.li@intel.com>
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e3f755b732
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[CPU] Speedup LM Head on Arm CPUs (#55352)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-11 16:21:14 +08:00 |
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pmanczak
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6376c601ed
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[XPU][Tests] Enable test_per_token_group_quant_int8 on XPU (#55681)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
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2026-09-11 15:59:13 +08:00 |
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MattandClaude Opus 5
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9163190dda
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[ROCm][Bugfix][Perf] Tune multi-stream shared experts use; wvSplitKrc fixes (#56098)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-10 15:14:22 -07:00 |
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bjf-frzandNick Hill
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2e0ee66cab
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[Perf] Use UVA-backed contents for MRV2 apply_write (#55819)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-09-10 07:27:16 -07:00 |
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Yongye ZhuandClaude Opus 5
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be1cb9834b
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[Kernel] Optional Q-norm in fused DSv4 MLA epilogue; group_size=32 for packed FP8 quant (#56215)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-10 00:35:59 -07:00 |
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7e91760650
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[ROCm][Perf] Route large DSV4 sparse prefill to AITER OPUS (#54855)
Signed-off-by: jiacao-amd <jiahui.cao@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-10 14:39:12 +08:00 |
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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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Colin Z
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588a813a60
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[ROCm] [BugFix] Fix AITER MXFP4 ASM-GEMM crash on unfused shared experts (#55213)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
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2026-09-10 05:23:36 +00:00 |
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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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Andreas Karatzas
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dcd544486b
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[ROCm][Bugfix] Support shared KV prefill in AITER attention (#55887)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-09-09 14:51:34 -07:00 |
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Divakar VermaandAndreas Karatzas
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3fb676bfad
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[ROCm][CI] Fix moe layer tests for fp8 dtype compatibility (#56106)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-09 17:48:14 +00:00 |
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Aarushi JainandAarushi Jain
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1454b71727
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Fix ROCm AITER FP8 KV test tolerances. (#53590)
Signed-off-by: Aarushi Jain <aarushjain29@users.noreply.github.com>
Co-authored-by: Aarushi Jain <aarushjain29@users.noreply.github.com>
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2026-09-09 12:22:25 -05:00 |
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Harry MellorandClaude Opus 5
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719284fe15
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[Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
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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2026-09-09 09:23:30 -07:00 |
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Andreas Karatzas
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7e95735eb9
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[Bugfix] Avoid FlexAttention recompiles when request counts change (#55888)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-09-09 08:10:25 -07:00 |
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cc4210f671
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[Perf] Improve BF16x3 router GEMM accuracy and make it default on sm100 (#55899)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-09 07:33:12 -07:00 |
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djramic
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21a117ad87
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[CI][IR] Speed up vLLM IR test group (#55965)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
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2026-09-08 21:28:06 -05:00 |
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Matt
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bc8587f829
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[ROCm][Perf][Bugfix] Multi-stream perf improvements; rocprofiler fixes (#55099)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-09-08 17:42:34 -07:00 |
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Andreas KaratzasandOpenAI Codex
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db3814a4f2
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[Attention] Require explicit DCP support from attention implementations (#55780)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-08 14:04:27 -07:00 |
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Roderick Wuandmgoin
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2c9d68f80b
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[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 12:45:12 -07:00 |
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Raya Elena Solanoandmgoin
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bcca76e7db
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[Test] Dequantize NVFP4 KV cache scales in the layout the kernel writes (#55908)
Signed-off-by: Raya Elena Solano <raya.solano@mbinf.de>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 17:13:39 +00:00 |
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|
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8ebc5b0a18
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[Bugfix] Fix NVFP4 fused SiLU+mul scale allocation and global scale direction (#55643)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: jiahao <jxia77@terpmail.umd.edu>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
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2026-09-08 08:26:07 -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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Shanshan Shen
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25047604fe
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[ROCm][Perf] Remove AITER paged-MQA outputs guard for DeepSeek-V4 (#55808)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
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2026-09-08 06:58:26 -05:00 |
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Stefano Castagnetta
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13cf9e05c1
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[Perf][Quant][NVFP4] Prefer W4A4 linear kernels over weight-only ones on SM120/121 (#55170)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-09-08 15:06:45 +04:00 |
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Kevin H. LuuandCodex
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96eccb8f49
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[CI] Restore clean GPU state before OAI Triton MoE tests (#55453)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-08 01:15:21 -07:00 |
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aoshen02
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755541443f
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[Bugfix][ROCm] Mask paged attention V cache padding (#53856)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-09-08 14:39:23 +08:00 |
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Jee Jee Li
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607a6e48c5
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[CI/Build] Fix unused fake implementation testing (#55797)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-09-08 03:36:18 +00:00 |
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Andreas KaratzasandOpenAI Codex
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e476556189
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[ROCm][CI] Add attention-sink support to ROCm AITER sparse MLA (#54404)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-07 09:26:47 +00:00 |
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5893426b88
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[Bugfix] DSv4 MXFP4 selector: stop narrowing explicit aliases to their BF16 variant (#53586)
Signed-off-by: Zihua Wu <zihuaw@nvidia.com>
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-07 07:19:13 +00:00 |
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Jürgen Schmied
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4df80187b5
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[Kernel] SM 12.x blockwise FP8: swizzle the CTA raster when the weight exceeds the L2 (#55180)
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2026-09-06 17:36:59 -07:00 |
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zhao, zhenhui
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1c344ed41e
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[CPU] [Feat] Add native AMX-FP8 attention impl for Diamond Rapids (#49410)
Signed-off-by: zhejiangxiaomai <zhenhui.zhao@intel.com>
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2026-09-06 11:06:56 +08:00 |
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