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Tripper

A pipeline that generates animations with SD1.5 (SDXL compatibility not tested). This work is inspired by deforum, check it out.

Features

  • support loading lora models (safetensors)
  • support prompt token size exceeding 75, plus negative prompt
  • frame zoom in/out
  • multiple methods to control the smoothness/creativeness between frames

Usage

Edit the config.json to configure the settings:

  • model_path: path to your SD model safetensors
  • generate_animation: set false to generate a batch of images to choose from as an initial image, then set true to switch to animation mode.
  • nframes: total number of frames to generate
  • scheduler: choose one from "euler", "euler a", "DDIM", "DDPM", "DPM++ 2M SDE Karras", "DPM++ 2M Karras"
  • num_inference_steps: per image
  • lora_dict: dictionary containing: {"[path_to_lora_safetensor]":[weight]}
  • zoom: zoom in(<1) or out(>1)
  • strength: roughly the similarity between two consecutive images (0~1)
  • diffusion_cadence: how often the images get direct diffused, controls smoothness of the animation

then run with

python generate.py

Have fun