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a8887c208f
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[Bugfix] [ROCm] [DSV4] [Perf] Add aiter mhc support (#41946)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-13 21:43:15 +08:00 |
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3c413a5481
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Triton attention: add USE_TD constexpr for tensor descriptor Q/K/V load/store (#40327)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: quinnlp <quinnlp@users.noreply.github.com>
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2026-05-13 13:57:41 +02:00 |
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bnellnmandGitHub
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18f6bf5a21
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[MoE Refactor] Add sequence parallel tests to test_moe_layer.py (#41299)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-12 21:52:19 -04:00 |
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d9b4990783
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[MoE Refactor] EPLB refactoring for FusedMoE (#41055)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-05-12 14:16:31 -04:00 |
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4d591db470
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[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-05-12 13:37:44 -04:00 |
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bnellnmandGitHub
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6427603ae8
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[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-12 09:19:46 -04:00 |
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206eaed08d
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[MoE Refactor] Move expert map related code into ExpertMapManager class (#41046)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-05-12 09:18:27 -04:00 |
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Hexiang WangandGitHub
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7863fff6e5
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[ROCm][DSv4] implement flash sparse mla with triton kernels (#41812)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
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2026-05-11 09:27:11 -07:00 |
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724ed2fc35
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[DSv4] Improved dequant gather K cache kernel (#42236)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-11 10:41:12 -04:00 |
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wangxiyuanandGitHub
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5536fc0c01
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[Misc] Replace mamba_type string literals with MambaAttentionBackendEnum (#41188)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-05-11 03:59:36 +00:00 |
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171019ab19
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add fused mhc_post_pre kernel (#41536)
Signed-off-by: george <george@inferact.ai>
Co-authored-by: george <george@inferact.ai>
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2026-05-10 19:56:52 -07:00 |
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1b57eb41f2
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[MoE] Move various experts classes to fused_moe/experts/ (#41979)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
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2026-05-11 07:54:33 +08:00 |
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Thien TranandGitHub
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530d371302
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[DSv4] Improved fused Indexer Q quant kernel (#41428)
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2026-05-09 01:20:32 -07:00 |
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Michael GoinandGitHub
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8bcd8a260c
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[Bugfix] Fix FlashInfer CUTLASS MXFP4-MXFP8 MoE by restoring swizzled scale (#42089)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-05-08 15:59:06 -07:00 |
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John CalderonandGitHub
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8a2fc80b84
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[CUDA][CUTLASS] Enable cutlass scaled mm for non-compatible sizes (#41868)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
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2026-05-08 15:58:05 -07:00 |
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0b99971352
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[Kernel][Helion] Optimize Helion config parsing latency (#40850)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
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2026-05-07 20:27:34 -07:00 |
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Li, JiangandGitHub
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b3945cc316
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[CPU] Bump up to the latest CPU kernels (#41924)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-05-07 05:45:59 -07:00 |
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Yuwen ZhouandGitHub
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713b28bd0b
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[CPU] Add FP8 W8A16 MoE support (#41314)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-05-06 23:17:07 -07:00 |
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Yuwen ZhouandGitHub
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809b98e5b7
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[CPU] Add FP8 W8A16 linear support (#41186)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-05-06 07:05:27 +00:00 |
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628c436301
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[New Model][ROCm] Add AMD support for DeepSeek V4 (#40871)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
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2026-05-05 08:55:37 -07:00 |
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Bowen BaoandGitHub
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1e9500410a
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[ROCm][Quantization][2/N] Refactor quark_moe w4a8 w/ oracle (#39136)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2026-05-04 19:50:38 -07:00 |
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Luka GovedičandGitHub
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d58c42e19c
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[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-05-01 23:41:15 -04:00 |
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sychen52andGitHub
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947138b6c2
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Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-05-01 04:55:16 +00:00 |
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6b6ac6c3c7
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[Kernel][MoE] Support GELU on TRT-LLM NvFP4 fused MoE for Gemma4 (#41050)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-01 03:37:43 +00:00 |
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a3c83ff2fd
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Faster per-token fp8 group quant packed kernel for blackwell (#41326)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-30 18:09:55 -07:00 |
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2917d6363a
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[NVFP4][Hopper/AMD Instinct] Add Triton kernels for NVFP4 dequantization and QDQ emulation (#40033)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-30 17:35:48 -04:00 |
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54146a9bf9
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[Bugfix] correct h matrix layout in chunk_kda output kernel (#40956)
Signed-off-by: ChenxiQian <chenxi.qian.cq@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 16:22:41 +08:00 |
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Thien TranandGitHub
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296741d025
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[DSv4] Use cvt PTX for FP32->FP4 conversion (#41015)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-04-29 16:16:40 -07:00 |
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22524f7a92
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[Feat] CPU fp8 attn for AMX/AVX-512 (#39445)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-04-29 20:43:21 +08:00 |
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ChaunceyandGitHub
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92879e12ba
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[CI] fix test_rotary_embedding_opcheck format error (#41202)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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2026-04-29 00:32:37 -07:00 |
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Jee Jee LiandGitHub
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a269744e9f
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[Bugfix] Fix rope (#41113)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-28 22:42:35 -07:00 |
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rasmithandGitHub
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856b15c62c
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[CI][AMD][BugFix] Patch has_flashinfer decorator for test_select_rocm_aiter_backend (#41072)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-04-29 02:12:17 +00:00 |
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Matthew BonanniandGitHub
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fd74c90d9c
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[Attention][Spec Decode] Allow independent drafter attention backend selection (#39930)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-27 19:38:09 -07:00 |
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Yongye ZhuandGitHub
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706a04d34b
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[DSV4] Add silu clamp limit to shared expert (#40950)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-27 00:37:43 -07:00 |
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5d5c776444
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[Perf] FP8 FlashInfer Attn for ViT (#38065)
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
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2026-04-27 13:44:15 +08:00 |
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+8
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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rasmithandGitHub
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1e9f19ca3f
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[CI][AMD]BugFix] Fix deadlock occuring in test_moe_layer (#40767)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-04-25 09:34:14 -04:00 |
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Artem PerevedentsevandGitHub
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333529deae
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[EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-24 22:06:41 +00:00 |
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079a4cf399
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[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-24 06:05:49 +00:00 |
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447c372ac5
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[MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-04-23 20:00:53 -04:00 |
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a250f1bd5f
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[Bugfix] LoRA for DeepSeek V3.2 (#35077)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-22 19:33:50 +08:00 |
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rasmithandGitHub
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2463f00fb6
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[AMD][CI][BugFix] Override normalize_e4m3fn_to_e4m3fnuz for fnuz machines in test_moe_layer_no_parallel (#40550)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-04-22 02:21:02 +00:00 |
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Jhao-Ting ChenandGitHub
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46794958f0
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test: add nan/inf clamp regression test for fused_topk_bias (#40553)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
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2026-04-22 00:46:53 +00:00 |
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9db4650e5e
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[MoE Refactor] Add more MoE layer tests (#39349)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-21 18:12:36 -04:00 |
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bnellnmandGitHub
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5e584ce9ec
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[MoE Refactor] Remove SharedFusedMoE class (#35782)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-04-21 18:12:12 -04:00 |
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Vadim GimpelsonandGitHub
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6d85b36a9f
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Revert #38730 and #38791 (#40032)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-04-21 11:44:11 -04:00 |
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Jhao-Ting ChenandGitHub
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28c222157b
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fix: clamp NaN/Inf in topk_softmax to prevent duplicate expert IDs (#39391)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
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2026-04-21 15:04:41 +04:00 |
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fe5c115ee4
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[vLLM IR] Add IR op testing and benchmarking infrastructure (#40167)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Theresa Shan <Theresa.Shan@amd.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-21 00:23:03 +00:00 |
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baiandGitHub
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191e3fdaa1
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Update flashinfer to 0.6.8 (#39959)
Signed-off-by: bai <v@gor.io>
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2026-04-20 10:37:23 -07:00 |
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726efe177b
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[MoE Refactor] Move the shared/fused expert output sum into MoERunnerBase (#35949)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-20 12:28:46 -04:00 |
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