Wan2.1 Lora Training Guide: Master Video Model Training! (Loras, Diffusion Pipe, & Pro Tips!)

Want to train your own Wan2.1 video models? This guide covers everything from dataset refinement to running Diffusion Pipe for Lora training. I'll walk you through every step, including testing and troubleshooting, so you can get the best results from your fine-tuned models!

🔥 Have questions or results to share? Drop a comment below!

Links Used in the Video:
Patreon Post (Workflows & Resources): https://www.patreon.com/posts/wan2-1-lora-123260268
Wan2.1 Model Files: https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B/tree/main
Diffusion Pipe Repository: https://github.com/tdrussell/diffusion-pipe
Additional Reference Video: https://www.youtube.com/watch?v=D4VLXF4ZNq0&t=1188s

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Timestamps:
0:00 Intro
2:04 Refining Your Dataset
6:13 Diffusion Pipe Install
8:33 Model Download
9:16 Configuring Diffusion Pipe
15:40 Running the Training
17:18 Tensorboard Setup for Lora Testing
21:02 Lora Control Video
22:54 Best Lora Testing
24:55 Overtrained Examples
27:17 Undertrained Example
28:40 Outro

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Видео Wan2.1 Lora Training Guide: Master Video Model Training! (Loras, Diffusion Pipe, & Pro Tips!) канала The Art-Official Trainer
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