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1981 Commits
Author SHA1 Message Date
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 89e4050af4 [Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-30 09:15:19 +08:00
Thomas Parnell fea3e476aa [Kernel] Chunk-aligned mamba2 (#24683) 2025-09-29 23:18:25 +02:00
Lee Nau d5ab28511c [Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706) 
Signed-off-by: Lee Nau <lnau@nvidia.com>
 2025-09-29 15:07:29 -04:00
Tyler Michael Smith a5354b3ed2 [Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 14:22:28 +00:00
Tyler Michael Smith f9df8b4ad7 [Bugfix] Fix triton import precommit failure (#25803) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 07:13:11 -07:00
Bram Wasti dc48ba0c75 Kernel-override Determinism [1/n] (#25603) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-09-26 16:59:09 -07:00
Michael Goin f708bd4904 [CI] Add E2E Blackwell Quantized MoE Test (#25723) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-26 12:23:00 -07:00
Isotr0py d4d9899860 [Quantization] Add field to skip unquantized modules for GPTQ config (#25455) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-26 15:47:41 +00:00
Chih-Chieh YangandRishiAstra 2b6b1d7809 [Model] Mamba2 varlen refactor (#21467) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
 2025-09-26 11:31:14 +00:00
Sage MooreandRobert Shaw dfb9af2014 [Bugfix] Fix Shared Expert/Zero expert code in FusedMoE.process_chunk (#25698) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-26 01:25:28 -07:00
Tao He 99b3a504c5 [Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride bug in causal_conv_1d. (#25743) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-09-26 01:18:58 -07:00
xaguilar-amd 52621c8f5c [Harware][AMD][Model] Triton MoE tuning configs for GLM-4.5 for MI300X (#25703) 
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
 2025-09-26 01:18:20 -07:00
Aleksandr MalyshevAleksandr MalyshevDoug Lehr
 		53a30845be Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
 2025-09-25 19:16:53 -06:00
Wentao Ye 9fe4c2bdb9 [Refactor] Remove DeepGEMM OP Register (#25710) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-25 20:13:41 -04:00
Shu Wang 081b5594a2 Fix routing_bias dtype (#25711) 
Signed-off-by: Shu Wang. <shuw@nvidia.com>
 2025-09-25 23:35:14 +00:00
Tyler Michael Smith 1260180c67 Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-25 08:05:21 +00:00
Cyrus Leung 755ed7b05b [Misc] Simplify PoolerOutput and move to v1/outputs (#25629) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 06:47:03 +00:00
XuruiYangandyangxurui 845adb3ec6 [Model] Add LongCat-Flash (#23991) 
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
 2025-09-24 21:53:40 -07:00
Saman A. Pour 90b139cfff Enable Fbgemm NVFP4 on Dense models (#25609) 
Signed-off-by: Saman Keon <samanamp@outlook.com>
 2025-09-24 21:12:53 -07:00
Wentao Ye 1f29141258 [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-24 18:52:36 -04:00
Duncan Moss 6160ba4151 feat: BF16 FlashInfer Fused Cutlass MOE for Hopper and Blackwell Expert Parallel (#25503) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
 2025-09-24 18:50:04 -04:00
Harry Mellor 8c853050e7 [Docs] Enable fail_on_warning for the docs build in CI (#25580) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 19:30:33 +00:00
Shu WangTyler Michael SmithTyler Michael Smith
 		54e42b72db Support mnnvl all2allv from Flashinfer (#21003) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-24 14:38:16 -04:00
Li, Jiang 1cbcfb94de [Bugfix][CPU] Skip unsupported custom op register on CPU (#25534) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-24 06:21:51 +00:00
Corey LowmanandMichael Goin d747c2ef18 [Perf] Fix jit compiles at runtime of fla gated delta rule (#25432) 
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-24 11:16:13 +08:00
Nikhil Gupta 359d293006 [fix]: add Arm 4bit fused moe support (#23809) 
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
 2025-09-24 01:32:22 +00:00
Kyle Sayers de94289a98 [Core] Support weight_loader_v2 for UnquantizedLinearMethod (#23036) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-09-23 18:30:26 -06:00
Chenxi YangandChenxi Yang 0d235b874a Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302) 
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
 2025-09-23 18:07:42 -06:00
Juan Villamizarandjpvillam bde2a1a8a4 [ROCm] Small functional changes for gptoss (#25201) 
Signed-off-by: jpvillam <jpvillam@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
 2025-09-23 23:39:50 +00:00
Thomas ParnellandChih-Chieh-Yang 5e25b12236 [Kernel] [Mamba] Remove BLOCK_H=1 from list of tuneable configurations for _chunk_cumsum_fwd_kernel (#25197) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Chih-Chieh-Yang <chih.chieh.yang@ibm.com>
 2025-09-23 23:23:30 +00:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-23 22:48:40 +00:00
Gregory Shtrasberg 690f948e4a [Bugfix] Fix for the import error from #24588 (#25481) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-09-23 21:31:08 +00:00
ElizaWszolaLuka GovedičMichael GoinLuka Govedič
 		63400259d0 [Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-09-23 12:03:10 -07:00
Hashem Hashemi a3a7828010 [ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>
 2025-09-23 14:31:45 -04:00
bnellnmandMichael Goin f11e3c516b [Kernels] Support blocked fp8 quantization for compressed tensors MoE (#25219) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-23 16:11:34 +00:00
Lucas WilkinsonSage Mooreyewentao256Tyler Michael Smith
 		cc1dc7ed6d [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-23 16:02:10 +00:00
Thomas Parnell a903669e10 [V1] Remove V0 code paths for Hybrid models (#25400) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-09-23 08:26:13 -07:00
Joelandyoukaichao 61d1b35561 [BugFix] Register expert_map as named buffer for wake_up and sleep (#25458) 
Signed-off-by: wuxibin <wuxibin@bytedance.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-09-23 21:49:13 +08:00
Ming Yang ba8d2165b6 Handle triton kernel import exception (#25319) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-09-23 00:56:00 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath e8db44f883 [DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-09-22 21:01:09 -07:00
JJJYmmmandliuye.hj fc97733da8 [feat] Support MRoPE + YaRN (#25384) 
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
 2025-09-23 03:04:47 +00:00
Bowen Wanggemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Tyler Michael Smith
 		06a41334c7 [EPLB] Reduce EPLB Inference Overhead (#24573) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-22 16:31:05 +00:00
Sara-KS ac243886b0 [Kernel] MI-300X triton moe configs (#23445) 
Signed-off-by: Sara Kokkila Schumacher <saraks@ibm.com>
 2025-09-22 14:29:54 +00:00
Woosuk Kwon bc6e542d9f Remove V0 attention backends (#25351) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 16:03:28 -07:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
Woosuk Kwon 26e673fe93 [V0 Deprecation] Remove V0 Sequence class & Sampler (#25332) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 08:52:15 -07:00
Michael Goin e08a3a3fdb [CI Failure] Disable FlashInfer RoPE to unblock CI (#25299) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-20 08:16:56 +00:00
ZhiyuandMichael Goin 431535b522 Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-19 22:40:33 +00:00
David-WenWentao YeMichael Goingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		ddc9048394 Fix: Correct FusedMoE layer reference in auto_round quantization (#24818) 
Signed-off-by: David-Wen <18927700430@163.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-19 20:44:24 +00:00
Michael GoinandLuka Govedič 48ecb4438b [Perf] Use FlashInfer RoPE for RotaryEmbedding.forward_cuda when available (#21126) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-19 14:06:49 -06:00