---
datasets:
- Wild-Heart/Disney-VideoGeneration-Dataset
base_model:
- THUDM/CogVideoX-5b
pipeline_tag: text-to-video
library_name: diffusers
tags:
- text-to-video
- diffusers-training
- diffusers
- lora
- cogvideox
- cogvideox-diffusers
- template:sd-lora
---
# CogVideoX LoRA

<Gallery />

## Model description

These are `a-r-r-o-w/cogvideox-disney-adamw-3000-0.0003` LoRA weights for `THUDM/CogVideoX-5b`.

The weights were trained using the [CogVideoX Diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/cogvideo/train_cogvideox_lora.py).

Was LoRA for the text encoder enabled? No.

## Download model

[Download the *.safetensors LoRA](a-r-r-o-w/cogvideox-disney-adamw-3000-0.0003/tree/main) in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import CogVideoXPipeline
import torch

pipe = CogVideoXPipeline.from_pretrained("THUDM/CogVideoX-5b", torch_dtype=torch.bfloat16).to("cuda")
pipe.load_lora_weights("a-r-r-o-w/cogvideox-disney-adamw-3000-0.0003", weight_name="pytorch_lora_weights.safetensors", adapter_name="cogvideox-lora")
pipe.set_adapters(["cogvideox-lora"], [1.0])

video = pipe("BW_STYLE A black and white animated scene unfolds with an anthropomorphic goat surrounded by musical notes and symbols, suggesting a playful environment. Mickey Mouse appears, leaning forward in curiosity as the goat remains still. The goat then engages with Mickey, who bends down to converse or react. The dynamics shift as Mickey grabs the goat, potentially in surprise or playfulness, amidst a minimalistic background. The scene captures the evolving relationship between the two characters in a whimsical, animated setting, emphasizing their interactions and emotions", guidance_scale=6, use_dynamic_cfg=True).frames[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)

## License

Please adhere to the licensing terms as described [here](https://huggingface.co/THUDM/CogVideoX-5b/blob/main/LICENSE) and [here](https://huggingface.co/THUDM/CogVideoX-2b/blob/main/LICENSE).