metadata

license: other
language:
  - en
base_model:
  - Wan-AI/Wan2.1-I2V-14B-480P
  - Wan-AI/Wan2.1-I2V-14B-480P-Diffusers
pipeline_tag: image-to-video
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - image-to-video
widget:
  - text: >-
      Donald Trump speaking into a microphone, then t2k1s takes off clothes
      revealing a lean muscular body and shows off muscles, pointing his index
      finger.
    output:
      url: example_videos/trump_muscle.mp4
  - text: >-
      Elon Musk smiling slightly in a suit jacket, then t2k1s takes off clothes
      revealing a lean muscular body and shows off muscles, giving a friendly
      smile.
    output:
      url: example_videos/elon_muscle.mp4
  - text: >-
      A man with a well-groomed beard and blue shirt smiles at the camera, then
      t2k1s takes off clothes revealing a lean muscular body and shows off
      muscles while smiling widely.
    output:
      url: example_videos/man1_muscle.mp4
  - text: >-
      A smiling man with dark, curly hair and a white t-shirt, then t2k1s takes
      off clothes revealing a lean muscular body and shows off muscles, flexing
      and smiling.
    output:
      url: example_videos/man2_muscle.mp4

Muscle Show-Off Effect LoRA for Wan2.1 14B I2V 480p

Overview

This LoRA is trained on the Wan2.1 14B I2V 480p model and allows you to give muscles to anyone in an image!

Features

Transform any image into a video of the subject showing off developed muscles
Trained on the Wan2.1 14B 480p I2V base model
Consistent results across different object types
Simple prompt structure that's easy to adapt

Community

Discord: Join our community to generate videos with this LoRA for free
Request LoRAs: We're training and open-sourcing Wan2.1 LoRAs for free - join our Discord to make requests!

Prompt: Donald Trump speaking into a microphone, then t2k1s takes off clothes revealing a lean muscular body and shows off muscles, pointing his index finger.

Prompt: Elon Musk smiling slightly in a suit jacket, then t2k1s takes off clothes revealing a lean muscular body and shows off muscles, giving a friendly smile.

Prompt: A man with a well-groomed beard and blue shirt smiles at the camera, then t2k1s takes off clothes revealing a lean muscular body and shows off muscles while smiling widely.

Prompt: A smiling man with dark, curly hair and a white t-shirt, then t2k1s takes off clothes revealing a lean muscular body and shows off muscles, flexing and smiling.

Model File and Inference Workflow

📥 Download Links:

muscle_18_epochs.safetensors - LoRA Model File
wan_img2vid_lora_workflow.json - Wan I2V with LoRA Workflow for ComfyUI

Recommended Settings

LoRA Strength: 1.0
Embedded Guidance Scale: 6.0
Flow Shift: 5.0

Trigger Words

The key trigger phrase is: t2k1s takes off clothes revealing a lean muscular body and shows off muscles

Prompt Template

For prompting, check out the example prompts; this way of prompting seems to work very well.

ComfyUI Workflow

This LoRA works with a modified version of Kijai's Wan Video Wrapper workflow. The main modification is adding a Wan LoRA node connected to the base model.

See the Downloads section above for the modified workflow.

Model Information

The model weights are available in Safetensors format. See the Downloads section above.

Training Details

Base Model: Wan2.1 14B I2V 480p
Training Data: Trained on 30 seconds of video comprised of 12 short clips (each clip captioned separately) of people showing off their muscles
Epochs: 18

Additional Information

Training was done using Diffusion Pipe for Training

Acknowledgments

Special thanks to Kijai for the ComfyUI Wan Video Wrapper and tdrussell for the training scripts!