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joyfox
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Wan2.2-I2V-KungFu

Image-to-Video
Diffusers
English
lora
template:diffusion-lora
Model card Files
xet
 Community
How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image, export_to_video

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Wan-AI/Wan2.2-I2V-A14B", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("joyfox/Wan2.2-I2V-KungFu")

prompt = "一个小孩双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong"
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png")

image = pipe(image=input_image, prompt=prompt).frames[0]
export_to_video(output, "output.mp4")

valiantcat LoRA for Wan2.2-I2V-A14B

Overview

This LoRA is trained on the Wan2.2-I2V-A14B model.

Features

  • Generate any life videos of eva through prompt
  • Trained on the Wan2.2-I2V-A14B base model
  • Consistent results across different object types
  • Simple prompt structure that's easy to adapt
Prompt
一个小孩双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
Prompt
一个小动物双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
Prompt
一个小动物双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
Prompt
一个男人双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
Prompt
一个女人双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
Prompt
一个小孩双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong

Model File and Inference Workflow

📥 Download Links:

Recommended Settings

  • LoRA Strength: 1.0
  • Embedded Guidance Scale: 1.0
  • Flow Shift: 8.0

Trigger Words

The key trigger phrase is: wugong

Prompt Template

For best results, use this prompt structure:

一个小孩双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong
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Wan-AI/Wan2.2-I2V-A14B
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