modelscope/DiffSynth-Studio

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Enjoy the magic of Diffusion models!

Stars: 13.1k
Forks: 1.3k
Open beginner issues: 3
Indexed issues: 545
Avg merge: 13h 15m
Merged PRs (30d): 46

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 20, 2026
Latest indexed: Sep 20, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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545 open issues indexed

qwen-image-2.1 edit 模式lora训练速度太慢，疑似有问题 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1704 · Opened Sep 21, 2026
[Bug] Qwen-Image-2.1 validate_full 未加载训练权重，实际验证的是基座模型 Open

Difficulty 2/5 1-3 hours Newbie friendliness 90/100

modelscope/DiffSynth-Studio#1702 · Opened Sep 21, 2026
Qwen-Image-2.1 2K输出，多参考图 <=5, 推理时OOM Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1701 · Opened Sep 21, 2026
怎么能使用minimax h3 turbo lora、我测试了最新的 1.2版本、输出视频都是噪声 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1691 · Opened Sep 14, 2026
Silently slower attention kernel when training MiniMax-H3 LoRA on B200 Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

modelscope/DiffSynth-Studio#1687 · Opened Sep 11, 2026
FLUX LoRA Fine-Tuning: Border Outpainting and Pixel-Level Misalignment Issues in Image Editing Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1685 · 1 comment · Opened Sep 11, 2026
oom on minimax h3 Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1682 · 1 comment · Opened Sep 10, 2026
Partial download surfaces as "Cannot detect the model type" rather than a download error Open

Difficulty 1/5 1-3 hours Newbie friendliness 78/100

modelscope/DiffSynth-Studio#1668 · Opened Sep 2, 2026
LingBot-Video 30B LoRA training OOM on H100 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1664 · Opened Sep 2, 2026
train_scale_cfg Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1663 · 3 comments · Opened Sep 2, 2026
minimax-H3 FL2VA train error Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

modelscope/DiffSynth-Studio#1660 · 4 comments · Opened Sep 1, 2026
Minimax h3 多卡如何推理？ Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1645 · 1 comment · Opened Aug 26, 2026
训练minimax- h3的nf4模型的lora，使用adapter训练时融合lora会报错 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1642 · 1 comment · Opened Aug 26, 2026
minimax h3我看新增了 adater 训练，ref2av 目前是不支持这种训练方式吗 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1639 · 1 comment · Opened Aug 26, 2026
DMD2训练损失震荡 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1617 · 3 comments · Opened Aug 19, 2026
[Proposal] 探讨对 Diffusion Language Model 的支持 Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1609 · 1 comment · Opened Aug 17, 2026
ltx2.5 会支持吗 Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

modelscope/DiffSynth-Studio#1595 · 2 comments · Opened Aug 14, 2026
会考虑支持d-opsd吗 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1588 · 5 comments · Opened Aug 13, 2026
训练minimax-h3的lora没办法在comfyui中使用 Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

modelscope/DiffSynth-Studio#1587 · 3 comments · Opened Aug 12, 2026
the training details of minimax h3 model Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

modelscope/DiffSynth-Studio#1585 · 4 comments · 1 reaction · Opened Aug 12, 2026
Is it possible to fine-tune Minimax H3 with silent videos? Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1576 · 1 comment · Opened Aug 7, 2026
Disk offload mode leaks host RAM during denoising (RSS grows every step, >15x slowdown from swap thrashing) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

modelscope/DiffSynth-Studio#1564 · 1 comment · Opened Aug 4, 2026
[Windows] Disk offload crashes with access violation after DiskMap.flush_files() (apparent use-after-free) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

modelscope/DiffSynth-Studio#1563 · Opened Aug 4, 2026
MiniMax-H3这个模型经过了CFG-Distillation，它还能正常SFT吗？会不会SFT更多step以后丧失CFG蒸馏的能力？ Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1557 · 30 comments · Opened Aug 4, 2026
Support Mage-Flow (including Turbo & Edit) models Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1544 · 1 comment · 1 reaction · Opened Jul 28, 2026
How to combine Inpaint and ContentRef templates? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1541 · 1 comment · Opened Jul 27, 2026
How were the VAE latent mean/std values obtained, and why are they used for latent scaling? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1536 · 1 comment · Opened Jul 22, 2026
lora qwen-image, error: The IPv6 network addresses of (I, 38455) cannot be retrieved (gai error: -2 - Name or service not known). Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

modelscope/DiffSynth-Studio#1531 · 1 comment · Opened Jul 18, 2026
Question about contributing to LingBot-Video SFT training Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1530 · 3 comments · Opened Jul 16, 2026
qwen-image-edit微调 Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

modelscope/DiffSynth-Studio#1527 · 1 comment · Opened Jul 15, 2026
不能使用本地路径Exception: Invalid repo_id: model, must be of format namespace/name Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

modelscope/DiffSynth-Studio#1524 · 3 comments · Opened Jul 13, 2026
FLUX.2-4B DMD2 训练需要多大显存？ Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

modelscope/DiffSynth-Studio#1522 · 2 comments · Opened Jul 13, 2026
Support Perceptual Flow Matching (PFM) for Few-Step Generation and Distillation Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1518 · 5 comments · 3 reactions · Opened Jul 8, 2026
scail2训练支持 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1515 · Opened Jul 3, 2026
Image to LoRA可以支持图生图的风格lora吗 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1510 · 1 comment · Opened Jun 25, 2026
Model Evaluation Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1506 · 1 comment · Opened Jun 22, 2026
bfloat16训练时段错误: 数组越界的一种方案 Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

modelscope/DiffSynth-Studio#1499 · 1 comment · Opened Jun 16, 2026
longcat video avater1.5 Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1497 · 1 comment · Opened Jun 15, 2026
训练异常 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1494 · 1 comment · Opened Jun 10, 2026
训练时候的CFG概率设置 Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

modelscope/DiffSynth-Studio#1487 · 1 comment · Opened Jun 3, 2026
details about the training of zimage_turbo_training_adapter Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1486 · 1 comment · Opened Jun 3, 2026
wan2.2支持 fsdp Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

modelscope/DiffSynth-Studio#1476 · 1 comment · Opened Jun 2, 2026
对 FLUX2-clein 非base模型做步数蒸馏，发现结果变糊 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1468 · 2 comments · Opened May 29, 2026
如何支持EMA模型 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

modelscope/DiffSynth-Studio#1463 · 3 comments · Opened May 26, 2026
local models loading Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1462 · 1 comment · Opened May 26, 2026
HiDream-O1-Image-Dev图生图不支持其它分辨率 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

modelscope/DiffSynth-Studio#1461 · 1 comment · Opened May 23, 2026
Template-KleinBase4B-ContentRef权重加载失败 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

modelscope/DiffSynth-Studio#1460 · 2 comments · Opened May 23, 2026
HiDream-O1-Image的网格问题有办法解决吗？ Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

modelscope/DiffSynth-Studio#1459 · 2 comments · Opened May 23, 2026
可以支持下Diffsynth训练的lora和diffusser训练的lora相互转换吗 Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

modelscope/DiffSynth-Studio#1457 · 1 comment · Opened May 22, 2026
AestheticMetric模型加载问题 Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

modelscope/DiffSynth-Studio#1454 · 1 comment · Opened May 21, 2026

modelscope/DiffSynth-Studio

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