Video Style Transfer with LoRAs
Creative roundup: avatars, lightsabers, and LoRA tricks

Creative roundup: avatars, lightsabers, and LoRA tricks

3/28/2025

What this post added

This post details advancements in fine-tuning experiments for video generation models, specifically highlighting custom LoRAs for effects like "cakeify", "squish", and "dissolve" on Wan2.1. It explains how adjusting LoRA weights and prompts allows for creative transformations, such as changing objects within a scene (e.g., a knife to a lightsaber) and altering the content (e.g., to cake). The post also introduces two specific LoRA trainers for Wan2.1: Ostris's trainer for fine-tuning with images and zsxkib's trainer for applying styles to existing videos. Additionally, it mentions upgrades to text-to-video models, including Luma's faster 720p video generation and Kling v1.6 Pro's new end frame support for greater control.

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