diffusers is Hugging Face's Python library for diffusion models, and version 0.40.0, released on 20 August 2026, runs all four current families, MiniMax H3 through its newer modular system and the others through ordinary pipelines. Wan 2.2 TI2V-5B is the simplest. One class, WanPipeline, loads it, one call generates 121 frames at 1280 by 704, and one helper writes them to an MP4 at 24 frames a second, which is 5.04 seconds of video. It is also Apache-licensed and small enough for a single 24 GB card with offloading, so the code below is the version worth keeping.
The rest of this is for members.
You have read the opening of this lesson. The rest of it comes with a membership.
One membership covers all four courses and Brands.
- All lessons in the four Learn courses
- All brand breakdowns in the Brands section
- All quizzes, flashcards and crosswords
- An AI teacher on every lesson, for up to 60 questions a day
- All course material published during the membership
Price
Membership is from $12 a month on the Yearly plan, which is charged at $144 once a year. Lifetime access is $59, paid once.Membership is from ₹200 a month on the Yearly plan, which is charged at ₹2,400 + GST once a year. Lifetime access is ₹3,999 + GST, paid once.