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24 Commits
Author SHA1 Message Date
princeprideYufeng ZhuCursor
 		946a6fddd5 Fix MoT RMSNorm for vLLM 0.21 
Use the vLLM IR RMSNorm op after the legacy layernorm helper was removed, keeping MoT fused paths unchanged while restoring BAGEL compatibility.

Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Yufeng Zhu 424fa3fcfc Address review comments (benchmark logs, ids, and design comments) 
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Zhengyuan SuandClaude Opus 4.6 e1834ab19b [Enhancement] Fix SP path for MoT fused kernels, address review feedback 
Rebase MoT fused kernels (PR #1328) onto current main and fix issues:

- Rewrite _forward_sp_gen() to use MoT unified API instead of deleted
  *_moe_gen layers (qkv_proj_moe_gen, o_proj_moe_gen, q_norm_moe_gen,
  k_norm_moe_gen), which caused AttributeError when SP was active
- Parameterize bias in MoT kernel tests (ZJY0516 review feedback)
- Add configs/ directory with README documenting the 3-tier config
  loading mechanism (ZJY0516 review feedback)

Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Yufeng Zhu f9ba582747 enhancement: add mot fused kernels and benchmarks 01 
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:51 +00:00
SYLARfrauttauteffasuZhang Jian
 		373d3c7476 [Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
 2026-05-28 11:09:25 +08:00
TJian b9cb57b631 [ROCm] Bugfix wan22 (#3463) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-05-13 20:50:57 +08:00
Junhong Liu 6be59f7d19 [Fix] Fix RMSNorm inductor KeyError under HSDP + torch.compile (#3460) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
 2026-05-11 22:56:54 +08:00
baonudesifeizhaiandroG0d c4a0990044 （Phase 1）Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913) 
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
 2026-05-09 16:55:05 +08:00
Zhang JianZhang Jian汪志鹏
 		c708aecb18 [Diffusion] [Model] Support AudioX (#2077) 
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang <zhang.jian@u.nus.edu>
Signed-off-by: Zhang Jian <e0322744@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Zhang Jian <e0322744@u.nus.edu>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-05-04 10:24:35 -04:00
Lancer bb69cbc9f1 [Perf] Optimize RMSNorm in Z-Image (#3304) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-05-04 17:34:43 +08:00
lyj-jjj 19980bb37c [Perf][Wan2.2] Add fused RMSNorm replace WanRMS_norm on npu (#3067) 
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
 2026-04-23 18:25:10 +00:00
Hui.andWeiQing Chen 95a07f7732 [PERF]use mindiesd fused rope and rope cache (#2571) 
Signed-off-by: Hui <1779066624@qq.com>
Signed-off-by: Hui. <62495465+Hu1Lcode@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-04-23 17:47:43 +08:00
fan2956andgcanlin f1cb4ebe4c [PERF] Wan2.2 support rmsnorm fused op (#2583) 
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-04-16 03:21:34 -07:00
fan2956andCanlin Guo 2dff2d7c74 [PERF] Wan2.2 support adalayernorm fused op (#2585) 
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-04-15 14:02:41 +08:00
R0CKSTAR fb3c6bd9b1 [Feat] Add MUSA flash attention support via mate package (#2451) 
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
 2026-04-08 16:01:30 +08:00
Yi LiuandHongsheng Liu c1d2dcc3ac [AutoRound] Add offline quantized W4A16 model support (#1777) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-02 13:57:53 +08:00
R0CKSTAR 3def008b32 [Feat] Add MUSA platform support for Moore Threads GPUs (#2337) 
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
 2026-04-01 17:55:00 +08:00
Lancer 2472c360aa [Feat] support SP for FLUX.2-klein (#1250) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-03-15 12:18:12 +08:00
jiangmengyu18Hongsheng LiuSYLAR
 		5493e75877 [NPU] [Features] [Bugfix] Support mindiesd adaln (#1537) 
Signed-off-by: jiangmengyu18 <451528648@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-03-05 09:01:19 +08:00
Canlin Guo c9392dff01 [Hardware] Support platforms and plugin system (#774) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-01-28 22:12:52 +08:00
muziyuhui666jiangmengyu18KexiongYubetta18Hongsheng Liu
 		fb57a6162f [Model] Support Qwen-Image series models on NPU (#463) 
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: muziyuhui666 <111362884+muziyuhui666@users.noreply.github.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: KexiongYu <yukexiong1@huawei.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-27 10:46:10 +08:00
TJianandHongxia Yang 13584fd98e [ROCm] [CI] Add ROCm Dockerfile and AMD CI (vllm v0.12.0) (#280) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-12-21 11:51:37 +08:00
Jiangyun Zhu 5216cf4ae6 [Perf] torch compile for dit and rope kernel (#317) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-12-19 03:16:20 +00:00
Jiangyun Zhu 4049f356f2 [Diffusion] Qwen image support (#82) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-28 14:22:11 +08:00