fastwan-moviegen

Provisioning Script and Simple Test to Work the MovieGen Prompts Using FastWan

This project is intended to facilitate easily firing off test renders using the FastWan model across a range of GPU capacities. It uses demo prompts from MovieGenBench and Wan2.2-Lightning on the madiator2011/better-comfyui:slim-5090 container image (aka comfyslim template on Runpod).

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How to Use

1. Start the container, wait for it to fully deploy (wait for it to start Comfy), and open a shell using zasper/ssh/exec -it bash/whatever.

2. Choose the provisioning script that matches your GPU's VRAM and run the corresponding command.

   • For 16GB+ GPUs (Original FP16 Model):

     curl -s https://raw.githubusercontent.com/FNGarvin/fastwan-moviegen/main/provision.sh | bash

   • For 10GB/12GB GPUs (Quantized GGUF Q6 Model):

     curl -s https://raw.githubusercontent.com/FNGarvin/fastwan-moviegen/main/provision10GB.sh | bash

   • For 8GB GPUs (Quantized GGUF Q3 Model):

     curl -s https://raw.githubusercontent.com/FNGarvin/fastwan-moviegen/main/provision8GB.sh | bash

3. Open ComfyUI and load the workflow that corresponds to your setup (found in the "Load Workflow" menu).

   • FastWanMovieGen.json: Queues a large batch of demo prompts using the full FP16 model. Recommend you also open the FastWan-Simple workflow so you can better track the process of working through the queue.
   • FastWan-Simple.json: A simple template for testing individual prompts with the full FP16 model.
   • FastWan-GGUF.json: A template for low-VRAM GPUs. Important: After loading, you must click the GGUF Loader node and select the .gguf model file your provisioning script downloaded from the dropdown menu.

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Features

• Custom Prompts: The default prompts are sourced from MovieGenBenchmark and Wan2.2-Lightning, but you can use any text file with one prompt per line by providing the filename.
• Resume Feature: If you stop the batch and later attempt to resume, the script will scan the output directory and attempt to pick up where you stopped.
• Concatenation: If you check the "concat only" option, the script will concatenate all batched videos with nicely labeled chapters that indicate the prompt used for each segment.

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Licensing

This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International Public License (CC BY-NC 4.0).

This project uses and packages the following, each provided under their respective licenses:

• Prompts from MovieGenBench: Licensed under the CC BY-NC 4.0 license.
• Prompts from Wan2.2-Lightning: Licensed under the Apache License, Version 2.0.
• Models from Wan2.2: Licensed under the Apache License, Version 2.0.
• Models from FastVideo: Licensed under the Apache License, Version 2.0.
• Node from ComfyUI-GGUF: Licensed under the MIT License.