Instructions to use Leon1000/Wan2.1-Fight-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Leon1000/Wan2.1-Fight-LoRA with Diffusers:
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/Wan2.1-I2V-14B-720P,Wan-AI/Wan2.1-I2V-14B-720P-Diffusers", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Leon1000/Wan2.1-Fight-LoRA") prompt = "dajia,这是一个两个人对打得视频,镜头拉远,保持人物不变,这两个人开始对打,两个人不断旋转,拳打脚踢,姿势像是传统武术, 十分专业,两个人相互比试,打的有来有回,突然左边的人腾空跳起,保持飞在空中用腿不停踢另一个人上半身, 男人被踢得一边用手阻挡女人的飞踢一边后退,镜头跟随,保持背景和人物的服装不改变." 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") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
| { | |
| "alpha_pattern": {}, | |
| "auto_mapping": null, | |
| "base_model_name_or_path": null, | |
| "bias": "none", | |
| "corda_config": null, | |
| "eva_config": null, | |
| "exclude_modules": null, | |
| "fan_in_fan_out": false, | |
| "inference_mode": false, | |
| "init_lora_weights": true, | |
| "layer_replication": null, | |
| "layers_pattern": null, | |
| "layers_to_transform": null, | |
| "loftq_config": {}, | |
| "lora_alpha": 32, | |
| "lora_bias": false, | |
| "lora_dropout": 0.0, | |
| "megatron_config": null, | |
| "megatron_core": "megatron.core", | |
| "modules_to_save": null, | |
| "peft_type": "LORA", | |
| "r": 32, | |
| "rank_pattern": {}, | |
| "revision": null, | |
| "target_modules": [ | |
| "ffn.0", | |
| "k", | |
| "v", | |
| "o", | |
| "ffn.2", | |
| "k_img", | |
| "q", | |
| "v_img" | |
| ], | |
| "task_type": null, | |
| "trainable_token_indices": null, | |
| "use_dora": false, | |
| "use_rslora": false | |
| } |