Claymation Transformation - Wan2.2 14b I2V/Wan2.1 14b T2V - v2.1-MH3-R2VA Showcase

This Minimax H3 Reference2Video LoRA aims to replicate the surreal, handcrafted look of plasticine/claymation animations, where objects morph into others with fluidity. Heavily inspired by the classic cartoon "Last Year's Snow was Falling" (LYS). (although the likeliness is obviously not 100% because of MH3's training rigidness)

Trained for 159 epochs using a musubi-tuner fork by AkaneTendo. Special thanks for the implementation of the stop-flag file as it allowed me to save the model at the minimum loss of a very unstable train. Training techniques: ostris de-distill adapter, CFG loss, base preservation loss.

Example prompt:

LYS-style transformation video. <Subject 1> realistic cup of coffee is shown on a table. Suddenly, the realistic cup of coffee plasticine-transforms into a realistic parrot.

The two necessary trigger words are: "LYS-style", "plasticine-transforms"/"plasticine-melts".

This model is trained in reference2video-audio_omni mode and is very versatile!