 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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4d5c89295b
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(bugfix): block_size check for flex attn (#41363)
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-30 18:59:26 -07:00 |
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b4806c8ee1
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[DSV4] Add BF16 and MXFP8 A2A support for flashinfer a2a one sided (#40960)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-30 15:33:12 -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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+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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Jiangyun ZhuandGitHub
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e8ee2a78db
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[Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-04-24 11:25:55 +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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4506319a28
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[compile] mla + group fp8 fusion (#38877)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-21 23:16:58 -04:00 |
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Shanshan ShenandGitHub
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936e0b79aa
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[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-21 14:47:53 +00:00 |
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Shanshan ShenandGitHub
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8097591286
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[Doc] Update ViT CUDA graph doc for mixed (image+video) inputs (#40355)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-21 02:31:09 +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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Rita BrugarolasandGitHub
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fb5635d3f9
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[ROCm] Add MLA dual RMS norm fusion (Q, KV) pass for DeepSeek/Kimi-K2 (#39242)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
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2026-04-20 14:56:27 +00:00 |
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7243e02aa1
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[ROCm][Feature] Enable AITER MLA attention backend to work with Eagle3 speculative decoding on ROCm (#39616)
Signed-off-by: larryli2-amd <larryli2@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-04-20 09:44:43 -05:00 |
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Jee Jee LiandGitHub
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bfde49e287
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[DOC] Add fuse_minimax_qk_norm (#39782)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-18 00:41:37 -07:00 |
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Michael GoinandGitHub
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1174723eba
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Fix TURBOQUANT backend selection in cuda.py (#40060)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-04-17 07:31:41 -07:00 |
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wang.yuqiandGitHub
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8d2cff8140
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[Examples] Resettle Observability examples. (#40123)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-17 03:13:31 -07:00 |
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f4b42df048
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[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-14 19:57:13 -07:00 |
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1a9353bb02
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[MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007)
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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2026-04-14 19:27:39 +00:00 |
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80118853f4
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-14 16:49:32 +08:00 |
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Yongye ZhuandGitHub
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739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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a776a48b1c
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[MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-08 19:23:08 +00:00 |
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bnellnmandGitHub
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b2b2c5239e
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[MoE Refactor] Split up compressed_tensors_moe.py (#38960)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-04-06 20:07:54 -04:00 |
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1f5ec2889c
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[mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-04-02 21:16:11 -04:00 |
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2ce3d0ce36
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[Feature] KV cache per-token-head INT8/FP8 quantization (#38378)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2026-04-02 08:13:26 -04:00 |
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Stefano CastagnettaandGitHub
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6183cae1bd
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[Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang (#38730)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-01 12:08:40 -07:00 |
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MonishverandGitHub
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c09ad767cd
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Feature/silu block quant fusion v1 (#32996)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
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2026-04-01 18:50:43 +00:00 |
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Li, JiangandGitHub
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36d7f19897
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[CPU] Support head_size 512 in cpu_attn (#38676)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-04-01 05:42:27 +00:00 |
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077a9a8e37
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[torch.compile] Refactor Attention Quant Fusion Pass and Remove Boilerplate (#37373)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-03-31 14:15:50 -04:00 |
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Andreas KaratzasandGitHub
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43cc5138e5
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[ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-28 22:08:03 -07:00 |
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Cyrus LeungandGitHub
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a9213c0ffe
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[Doc] Fix outdated reference to CUDAGraphManager (#38209)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-03-26 01:52:38 -07:00 |
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Rohan PotdarandGitHub
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a0e8c74005
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[ROCm]: Update rope+kvcache fusion conditions and disable custom op by default (#36716)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-03-25 20:58:44 +00:00 |
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R0CKSTARandGitHub
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242c93f744
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[Docs] Adds vllm-musa to custom_op.md (#37840)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
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2026-03-25 11:54:36 +00:00 |
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189ddefbfd
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[ROCm] Attention selector reordering (#36702)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
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2026-03-25 17:42:56 +08:00 |
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Baorun (Lauren) MuandGitHub
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9d0351c91d
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[Docs] Add Encoder (ViT) CUDA Graphs section to CUDA Graphs design doc (#37914)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
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2026-03-24 19:53:24 -07:00 |
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82580b10ac
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[Perf] Disable inductor runtime asserts by default for serving perfor… (#37485)
Signed-off-by: tianrengao <terrygao87@gmail.com>
Co-authored-by: Tianren Gao <tianren@fb.com>
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2026-03-24 19:37:51 -04:00 |
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Andrew XiaandGitHub
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9ace378a63
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[Frontend][Responses API] Fix arrival_time recording for TTFT on initial request (#37498)
Signed-off-by: Andrew Xia <axia@meta.com>
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2026-03-23 09:58:08 +00:00 |
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Robert ShawandGitHub
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4383f1532e
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[MoE] Move PF Methods to Folder (#35927)
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2026-03-22 02:42:59 -06:00 |
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87bd91892f
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[MoE Refactor] Mxfp4 oracle rebased (#37128)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-03-21 03:37:04 +00:00 |
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0674d1fee7
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[PluggableLayer][MM] Add PluggableLayer for CustomQwen2Decoder (#37293)
Signed-off-by: Wangbei25 <wangbei41@huawie.com>
Signed-off-by: Wangbei25 <wangbei41@huawei.com>
Co-authored-by: Wangbei25 <wangbei41@huawie.com>
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2026-03-20 06:24:07 +00:00 |
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bnellnmandGitHub
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91be5f9be3
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[MoE Refactor] Rename "naive" all2all backend (#36294)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-03-19 15:50:34 -04:00 |
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Lucas KabelaandGitHub
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7769b58307
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[torch.compile][BE][Multimodal] Remove requirement to set_model_tag to avoid cache conflict (#37345)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-03-19 17:26:12 +00:00 |
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Wei ZhaoandGitHub
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b36adfa349
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[Perf] Set Flashinfer sparse MLA as default backend for FP8 kv cache (#37252)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-03-17 20:09:20 +00:00 |
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Matthew BonanniandGitHub
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93f3c8e531
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[Misc] Add float16 to CacheDType (#37199)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-03-16 13:24:48 -07:00 |
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Lucas KabelaandGitHub
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714c6e0eab
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[torch.compile][BE] Modify cudagraph callable to check for is_forward_context_set (#36288)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-03-16 19:42:34 +00:00 |
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2754231ba3
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[Kernel] Add FlashInfer MoE A2A Kernel (#36022)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
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2026-03-15 23:45:32 -07:00 |
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2cdf92228c
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[Feature]: Remove Chunking From FusedMoE (#34086)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
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2026-03-12 14:24:38 -04:00 |
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grimulkanandGitHub
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a1257fd1ea
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[Kernel] Add FP8 KV cache support to Triton MLA decode attention (#34597)
Signed-off-by: grimulkan <grimulkan@gmail.com>
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2026-03-12 08:32:34 -07:00 |
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Wuxun ZhangandGitHub
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e584dce52b
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Add XPU MLA Sparse backend for DeepSeek v3.2 (#33230)
Signed-off-by: Zhang, Wuxun <wuxun.zhang@intel.com>
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2026-03-11 19:19:15 +08:00 |
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a40ee486f2
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[Bugfix] Add Multiple of 16 block_size to triton fallback on rocm Attention to support qwen3_5 (#35923)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: akaratza <akaratza@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-03-11 07:45:57 +00:00 |
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Lucas KabelaandGitHub
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3fd03f1ec2
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[BE] Rename should_torch_compile_mm_vit to should_torch_compile_mm_encoder (#36281)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-03-09 18:22:05 +00:00 |
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