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6601bc24da8a3a3b345a429d9315222c2d181dc4
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279 Commits

Author SHA1 Message Date
Mick
6601bc24da [diffusion] chore: revise process title (#18446) 2026-02-09 00:14:06 +08:00
Mick
a41aff1243 [diffusion] refactor: group component loaders under the component_loaders/ directory (#18438) 2026-02-08 23:02:27 +08:00
wxy
43eecd8265 [diffusion] feat: support efficient sequence shard (#18161) 2026-02-08 21:09:39 +08:00
Makcum888e
00248d85c7 [diffusion] platform: support WAN/FLUX/Qwen-Image/Qwen-Image-edit on Ascend (#13662) 
Co-authored-by: dhx98 <haox.dai@gmail.com>
Co-authored-by: DHX98 <haoxiand@andrew.cmu.edu>
Co-authored-by: ronnie_zheng <zl19940307@163.com>
Co-authored-by: DHX98 <DHX98@noreply.gitcode.com>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
 2026-02-08 10:45:30 +08:00
wxy
64950d8f97 [diffusion] feat: support saving videos directly on the server to avoid the overhead of tensor transfer (#18253) 2026-02-07 22:08:42 +08:00
Mick
31d4cd2ffd [diffusion] fix: respect dist_timeout option (#18386) 2026-02-07 20:56:04 +08:00
Hao Jin
d792aa7618 [diffusion] fix: remove unnecessary norm_type argument from GLM-Image dits (#18382) 
Co-authored-by: Hao Jin <Hao Jin>
 2026-02-07 20:35:12 +08:00
Xiaoyu Zhang
baec650462 [Diffusion] Apply fused_norm_scale_shift to LTX2/MOVA (#18257) 
Co-authored-by: yihanc <yingluosanqian@gmail.com>
 2026-02-07 17:28:42 +08:00
xiaoye
79d409f210 [diffusion] fix: offload text encoder model in image encoding stage (#18317) 2026-02-06 22:55:56 +08:00
陈一涵
f798ab9775 [diffusion] fix: fix torch.compile graph break caused by torch._dynamo.disable (#18336) 2026-02-06 14:48:09 +08:00
wxy
b639779dd8 [diffusion] feat: allow T5's TP Group to reuse the transformer's SP Group (#17818) 
Co-authored-by: Mick <mickjagger19@icloud.com>
 2026-02-06 00:12:19 +08:00
陈一涵
4aa03d91fd [diffusion] fix: fix accuracy bug caused by #14717 (#18296) 2026-02-05 20:36:18 +08:00
Xiaoyu Zhang
dff3ba202a [Diffusion] Support layerwise offload for mova (#18272) 2026-02-05 13:16:07 +08:00
Mick
f218234e4f [diffusion] chore: prohibit Chinese characters usage (#18249) 2026-02-05 09:22:26 +08:00
Mick
36a3e78af9 [diffusion] refactor: move model_stages into stages folder (#18248) 2026-02-05 00:23:31 +08:00
wxy
4c403045ec [diffusion] fix: fix the bug of redundant memory usage on GPU-0 (#18221) 2026-02-04 21:25:23 +08:00
Zhang Yiyang (SII)
0c9a0adc53 [diffusion] chore: clean MOVA codes (#18107) 2026-02-04 21:23:41 +08:00
Evrard-Nil
ce02df8592 [diffusion] logging: downgrade default prompt log from info to debug (#17813) 
Co-authored-by: Mick <mickjagger19@icloud.com>
 2026-02-04 19:19:02 +08:00
Jianying
4739f2e8d5 [diffusion] kernel: gated residual layernorm scale shift and layernorm scale shift kernel fusion for Qwen-Image, WAN and HunyuanVideo (#14717) 
Co-authored-by: AichenF <aichenf@nvidia.com>
Co-authored-by: jianyingzhu <joeyzhu@nvidia.com>
Co-authored-by: root <root@a4u8g-0120.ipp2a2.colossus.nvidia.com>
Co-authored-by: Yihan Chen <yingluosanqian@example.com>
Co-authored-by: 陈一涵 <yingluosanqian@gmail.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
 2026-02-04 13:46:20 +08:00
wxy
da758ed601 [diffusion] fix: fix server cache-dit bug under continuous dynamic requests (#17140) 2026-02-04 09:03:37 +08:00
R0CKSTAR
ec2461bc16 [diffusion] hardware: support diffusion models on MTGPU (multi-GPU, 5/N) (#17318) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-02-03 12:44:22 -08:00
R0CKSTAR
acf724b036 [Diffusion] Only import sgl_kernel in custom op cuda path (SiluAndMul and RMSNorm) (#15592) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-02-03 12:42:58 -08:00
Xiaoyu Zhang
eedd472025 [Diffusion] fix serving image_edit get input image bug (#18109) 2026-02-03 12:17:16 +08:00
Mick
62004fd2be [diffusion] UX: improve logging (#18122) 2026-02-03 10:35:05 +08:00
CHEN Xi
aa780a6258 [diffusion] fix: remove accelerate dependency for device mapping (#18026) 
Co-authored-by: Kangyan-Zhou <zky314343421@gmail.com>
 2026-02-02 17:24:19 +08:00
陈一涵
86117dfe0e [diffusion] CI: deprecate WarmupRunner in CI (#18038) 
Co-authored-by: Mick <mickjagger19@icloud.com>
 2026-02-02 15:16:08 +08:00
Mick
c84cd4b5ff [diffusion] fix: fix missing component names for VAELoader (#18069) 2026-02-02 09:48:17 +08:00
Mick
977096ae03 [diffusion] cli: introduce generic attention backend configuration in ServerArgs (#18036) 2026-02-02 09:47:40 +08:00
Kangyan-Zhou
9c168fcac7 Fix Diffusion Request Validation to allow missing input artifacts if the input only contains text (#16610) 2026-01-31 23:38:40 -08:00
Mick
1a006c2a0d [diffusion] refactor: split component_loader into component-wise files (#17820) 2026-01-31 20:22:31 +08:00
Xiaoyu Zhang
22aad4e2c4 [Diffusion] Fix FLUX.1-schnell time embedding argument mismatch (#17988) 2026-01-31 11:47:27 +08:00
Xiaoyu Zhang
abf13ccc11 [Diffusion] Fix lora default lora_scale bug (#17982) 2026-01-30 22:04:54 +08:00
EduardDurech
1b6798a6a4 Fix torch.__version__ for PEP440 (#15682) 2026-01-29 11:55:13 -08:00
Ratish P
88fb927cc9 [diffusion]: add dummy device attribute to fix AttributeError (#17949) 2026-01-29 09:35:12 -08:00
Yuhao Yang
3c2f4c7bbe [diffusion] model: sync with upstream z-Image (#17822) 2026-01-29 21:10:11 +08:00
RoyWang
30adf78f82 [diffusion]: align sglang diffusion AMD pyproject_other.toml diffusion dependency with pyproject.toml (#16225) 
Co-authored-by: roywang <roywang@amd.com>
 2026-01-29 01:50:57 -08:00
triple-mu
319f6886fe [diffusion] model: move tp_rmsnorm check to WanTransformerBlock (#17792) 2026-01-29 16:39:00 +08:00
Zhang Yiyang (SII)
cdedbf1486 [diffusion] fix: resolve library mismatch in scheduler and update dit offload method name (#17916) 2026-01-29 15:54:36 +08:00
R0CKSTAR
d3cdee0a04 [MUSA][4/N] Add common device utilities, distributed backend, and custom op wiring (#17246) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-01-28 23:13:24 -08:00
Zhang Yiyang (SII)
09a9147f59 [diffusion] model: support MOVA (#17704) 
Co-authored-by: gaoyang07 <Gary1546308416AL@gmail.com>
Co-authored-by: cms42 <c@cms42.top>
Co-authored-by: cms42 <44895820+cms42@users.noreply.github.com>
Co-authored-by: Ruixiao Li <cgruixiao@outlook.com>
Co-authored-by: Li Ruixiao(SII) <80368770+Li-dongyang@users.noreply.github.com>
 2026-01-29 09:12:08 +08:00
triple-mu
1d1e72e516 [diffusion] fix: fix comfyui import typo (#17834) 2026-01-28 23:49:55 +08:00
陈一涵
647428d8d6 [diffusion] perf: apply mul add fusion for Qwen-Image (#16299) 
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-28 09:40:13 +08:00
Yashika Gandhi - Google
32ea7bcdd8 [diffusion] endpoint: fix vertex generate (#17611) 2026-01-28 09:38:56 +08:00
Mick
88fcd8535f [diffusion] feat: add an arg for controlling the number of prefetched layers in layerwise-offload (#17693) 2026-01-28 09:34:27 +08:00
Mick
1507dc6cdf [diffusion] fix: fix suppressing error log on non-main ranks (#17712) 2026-01-28 09:29:19 +08:00
Xiaoyu Zhang
331a22427c [Diffusion] glm-image apply flashinfer rope (#17689) 2026-01-28 08:51:37 +08:00
fsygd
547e2d037e [diffusion] refactor: add arg to control the precision of dit (#17751) 2026-01-27 23:01:23 +08:00
WenhaoZhang
0519b0935f [diffusion] comfyui: support Qwen-Image, Multi-GPU Z-Image, and Enhanced ComfyUI Integration (#17678) 
Co-authored-by: niehen6174 <niehen.6174@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-27 10:06:42 +08:00
Prozac614
12f794e516 [diffusion] fix: fix missing backend argument in pipelines_core initialization (#17343) 2026-01-26 15:47:10 +08:00
Mick
b105dad5da [diffusion] refactor: remove useless lazy-import cache-dit codes (#17659) 2026-01-25 22:43:22 +08:00