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89 Commits

Author SHA1 Message Date
satyamk7054
355127c2e9 Fix benchmark_sglang_fused_moe_triton.py (#18940) 
Co-authored-by: Satyam Kumar <satyamk@linkedin.com>
 2026-02-17 17:25:37 -05:00
Zheng Li
27c447653d model: support Qwen3.5 (#18489) 
Co-authored-by: 瑀澈 <yuche.lz@alibaba-inc.com>
 2026-02-10 00:27:59 +08:00
b8zhong
22498e10c0 [Fix] Triton TP MoE Dpsk V3/Qwen3 Coder with SwapAB (#17965) 2026-01-31 15:56:26 +08:00
Julian Huang
db2425a00b [Fix]: correctly fetch ds32 config in tuning_fused_moe_triton (#17409) 
Co-authored-by: 墨楼 <huangzhilin.hzl@antgroup.com>
 2026-01-20 20:08:28 +08:00
Yongfei Xu
82a1b645ba [DeepSeek V3.1/V3.2] Optimize fused moe configs for H20 & H20-3E based on swapab (#17133) 2026-01-17 00:10:52 +08:00
roikoren755
b021332339 [NemotronH] Add latent MoE support (#16227) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-01-02 22:08:58 +08:00
Daniel Cámpora
8428078436 Add Mistral Large 3 support. (#14213) 
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-12-04 20:00:05 +08:00
Uranus
982db4ebac Feat: GLM-4.6 supports shared experts fusion (#13873) 
Signed-off-by: UranusSeven <109661872+UranusSeven@users.noreply.github.com>
Co-authored-by: Kevin-XiongC <kevin_xiong1997@outlook.com>
Co-authored-by: Mingyi Jin <jinmingyi1998@sina.cn>
 2025-12-01 11:33:18 +08:00
roikoren755
1b48e1b974 Feat/nemotron nano v3 support (#12690) 2025-11-21 13:53:05 -08:00
Junlin Zhou
0779c3d148 docs: update fused MoE config path (#13211) 2025-11-13 11:14:01 -08:00
Xiaoyu Zhang
f18ec927f3 fix tuning_fused_moe_triton_sep tool per_channel_quant bug (#13027) 2025-11-11 10:33:54 +08:00
Xiaoyu Zhang
fc84b0730c [Refactor] Refactor fused_moe_triton tuning tools: extract shared utils, add EP/MLLM support, reduce overhead (#12440) 
Co-authored-by: xu-yfei <xu-yfei@users.noreply.github.com>
Co-authored-by: Yongfei Xu <xuyongfei.xyf@antgroup.com>
 2025-11-06 20:54:42 +08:00
Xinyuan Tong
82cfcd3bb8 [Refactor] tuning_fused_moe for MLLM and small refactor (#11224) 
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2025-10-31 08:54:14 +08:00
Chen1022
1ed1abfd45 feat: add EP support in tuning (#12012) 2025-10-30 07:58:50 -07:00
Xiaoyu Zhang
04e5b6faa7 Revert "Triton fused_moe_kernel support ep moe tuning" (#12377) 2025-10-30 07:12:06 -07:00
Xiaoyu Zhang
52694b60da Triton fused_moe_kernel support ep moe tuning (#12343) 2025-10-29 23:16:09 +08:00
Liana Koleva
1357397a34 feat: preview filename from tuning_fused_moe_triton.py (#12276) 
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
 2025-10-29 16:12:25 +08:00
Yongfei Xu
d2b8c4123e Opt fused triton moe: add tma for down proj kernel (#10567) 
Co-authored-by: ybyang <10629930+whybeyoung@users.noreply.github.com>
 2025-10-28 14:26:17 +08:00
Yuan Luo
4f42c8cd3e [sgl-kernel] Support float64 moe_sum_reduce cuda kernel (#11068) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
 2025-10-07 14:31:11 +00:00
lukec
77830a265e Add fuse_moe per-channel tune (#10915) 2025-09-25 21:12:09 +08:00
Yiakwy
984730b732 add tunning files for QWEN-3-NEXT (#10794) 2025-09-23 12:46:30 -07:00
Yuan Luo
616a3e20df [sgl-kernel] Support moe_sum_reduce cuda kernel (#10321) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
 2025-09-19 14:12:09 +08:00
strgrb
fac07c9b08 Support LingV2 model (#10359) 
Co-authored-by: 羽癫 <yudian.zy@antgroup.com>
Co-authored-by: guoyuhong <yuhong.gyh@antgroup.com>
 2025-09-11 23:53:52 -07:00
Yuan Luo
cb3918a091 Optimize moe_sum_reduce_kernel (#9477) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
 2025-09-07 09:16:18 +08:00
ehuaa
8f7b1c31e8 Add A100 fused MoE kernel configs for Dpsk (#9677) 2025-08-26 20:49:48 -07:00
Yineng Zhang
f8b757bcac fix: resolve tuning fused moe issue (#9587) 2025-08-25 01:41:15 -07:00
Even Zhou
de2dd73831 Revert "[feature] Rework Ascend NPU graph support" (#9385) 2025-08-20 00:35:10 -07:00
Even Zhou
3680d6f88b [feature] Rework Ascend NPU graph support (#9350) 
Co-authored-by: ronnie_zheng <zl19940307@163.com>
Co-authored-by: yezhifeng (D) <y00897525@china.huawei.com>
Co-authored-by: anon189Ty <Stari_Falcon@outlook.com>
Co-authored-by: Maksim <makcum888e@mail.ru>
Co-authored-by: ssshinigami <44640852+ssshinigami@users.noreply.github.com>
 2025-08-19 20:32:27 -07:00
Chang Su
46fe8b8cb2 [CI] Fix lint issues (#9361) 2025-08-19 13:05:36 -07:00
mpashkovskiy
a3b810ebdb fix: enable multi-GPU Triton fused MoE tuning (#6295) 2025-08-19 10:16:58 -07:00
Even Zhou
f4fafacc5d Revert "[feature] Ascend NPU graph support (#8027)" (#9348) 2025-08-19 10:11:23 -07:00
Yuan Luo
968e181826 Fix triton_fused_moe unit test and benchmark (#9276) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
 2025-08-18 00:54:33 -07:00
VDV1985
94371dbbd6 [feature] Ascend NPU graph support (#8027) 
Co-authored-by: ronnie_zheng <zl19940307@163.com>
Co-authored-by: yezhifeng (D) <y00897525@china.huawei.com>
Co-authored-by: anon189Ty <Stari_Falcon@outlook.com>
Co-authored-by: Maksim <makcum888e@mail.ru>
Co-authored-by: ssshinigami <44640852+ssshinigami@users.noreply.github.com>
 2025-08-16 17:25:17 -07:00
Cheng Wan
295895120d [6/N] MoE Refactor: Cleanup MoE-related configs (#8849) 2025-08-14 21:14:53 -07:00
Yineng Zhang
1466c1b896 feat: support glm4 tuning (#8473) 2025-07-28 14:32:58 -07:00
Yuxuan Zhang
6d6a8bc278 GLM-4.5 Model Support (#8224) 
Co-authored-by: Lifu Huang <lifu.hlf@gmail.com>
Co-authored-by: Binyao Jiang <byjiang1996@gmail.com>
Co-authored-by: Stefan He <hebiaobuaa@gmail.com>
 2025-07-27 22:54:07 -07:00
Cheng Wan
abda2542d5 Fix tuning_fused_moe_triton.py (#8175) 2025-07-19 17:33:50 -07:00
Yuan Luo
253454de9b Integrate triton moe kernel (#7689) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
 2025-07-06 20:05:49 -07:00
Xiaoyu Zhang
0ae1e9a755 refine fused_moe benchmark (#7221) 2025-06-15 21:21:32 -07:00
Quanfeng Li
ef32677444 Fix positional argument (#7093) 2025-06-11 18:31:13 -07:00
Xiaoyu Zhang
3712abfaf9 Fuse routed scaling factor in deepseek (#6970) 2025-06-08 15:24:24 -07:00
Xiaoyu Zhang
fa3592cfeb rebase h20 fused_moe config (#6966) 2025-06-08 05:01:34 -07:00
Yineng Zhang
1fb76ebb93 Revert "Fuse routed scaling factor in topk_reduce kernel (#6220)" (#6968) 2025-06-07 21:02:49 -07:00
Xiaoyu Zhang
515ef4facb Fuse routed scaling factor in topk_reduce kernel (#6220) 2025-06-07 11:06:50 -07:00
Cheng Wan
81964328b7 Set num_fused_shared_experts as num_shared_experts when shared_experts fusion is not disabled (#6736) 2025-06-04 15:53:22 -07:00
Cheng Wan
8a5480528d [Refactor] Rename n_share_experts_fusion as num_fused_shared_experts (#6735) 2025-06-03 17:48:24 -07:00
Xiaoyu Zhang
076103535c fix log_info_on_rank0 error when run benchmark (#6260) 2025-05-28 00:20:01 -07:00
Yuan Luo
c087ddd686 Refine pre_reorder_triton_kernel slightly to improve performance (#6627) 
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
 2025-05-28 00:15:23 -07:00
fzyzcjy
ef8ec07b2c Support tuning moe for llama 4 model (#6042) 2025-05-12 15:47:01 -07:00
Lianmin Zheng
e8e18dcdcc Revert "fix some typos" (#6244) 2025-05-12 12:53:26 -07:00