Classy

Developed by Remade-AI

A LoRA trained on the Wan2.1 14B I2V 480p model, capable of transforming any person/object in an image into an elegant dynamic video

EnglishOpen Source License:Apache-2.0 #Image-to-Video #Elegant Transformation Effects #LoRA Adaptation

Downloads 83

Release Time : 3/14/2025

Model Overview

This LoRA model specializes in converting static image objects into dynamic videos with elegant feminine forms, suitable for creative video generation scenarios

Model Features

Elegant Form Transformation

Can transform any input object into a dynamic video with elegant feminine forms

Cross-Object Consistency

Maintains consistent transformation effects across different types of objects

Simple Prompt Structure

Uses standardized prompt templates for easy use and adaptation

Community Support

Provides Discord community support with free trials and LoRA training requests

Model Capabilities

Static image to video conversion

Object form transformation

Stylized video generation

Creative content production

Use Cases

Creative Video Production

Character Transformation Effects

Converts ordinary character images into dynamic transformation videos with elegant feminine forms

Example video shows male-to-elegant-female transformation effects

Object Style Conversion

Applies elegant style transformation effects to various objects

Advertising Creativity

Product Display Effects

Adds elegant transformation effects to products to enhance visual appeal

license: apache-2.0 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: >- The video starts with a man. The c1455y classy transformation occurs and the man is now wearing a light blue dress with spaghetti straps. He is holding a small white envelope and a flower in his hands. The man is smiling, and looking at the camera. His arm is resting on a wooden table, and the background is gold and brown. The man is seated. output: url: example_videos/man1_classy.mp4
text: >- The video starts with a man wearing a suit. The c1455y classy transformation occurs and the man is now wearing a light blue dress with spaghetti straps. He is holding a small white envelope and a flower in his hands. The man is smiling, and looking at the camera. His arm is resting on a wooden table, and the background is gold and brown. The man is seated. output: url: example_videos/man2_classy.mp4

Classy 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 make any person/object in an image become classy!

Features

Transform any image into a video of the subject as a female classy version of themselves!
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!

Model File and Inference Workflow

📥 Download Links:

classy_45_epochs.safetensors - LoRA Model File
wan_I2V_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: c1455y classy transformation

Prompt Template

For best results, try following the structure of the prompt examples above. These worked well for me.

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 35 seconds of video comprised of 7 short clips (each clip captioned separately) of people transforming into a classy woman!
Epochs: 45

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!

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