Instructions to use Fabrice-TIERCELIN/HunyuanVideo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Fabrice-TIERCELIN/HunyuanVideo with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Fabrice-TIERCELIN/HunyuanVideo", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Upload 4 files
Browse files- .gitattributes +36 -36
- README.md +39 -0
- config.json +5 -0
- model_index.json +32 -0
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README.md
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---
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base_model:
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- tencent/HunyuanVideo
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library_name: diffusers
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---
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Unofficial personal fork for Diffusers-format weights on [`tencent/HunyuanVideo`](https://huggingface.co/tencent/HunyuanVideo).
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### Using Diffusers
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HunyuanVideo can be used directly from Diffusers. Install the latest version of Diffusers.
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```python
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import torch
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from diffusers import HunyuanVideoPipeline, HunyuanVideoTransformer3DModel
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from diffusers.utils import export_to_video
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model_id = "hunyuanvideo-community/HunyuanVideo"
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transformer = HunyuanVideoTransformer3DModel.from_pretrained(
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model_id, subfolder="transformer", torch_dtype=torch.bfloat16
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)
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pipe = HunyuanVideoPipeline.from_pretrained(model_id, transformer=transformer, torch_dtype=torch.float16)
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# Enable memory savings
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pipe.vae.enable_tiling()
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pipe.enable_model_cpu_offload()
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output = pipe(
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prompt="A cat walks on the grass, realistic",
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height=320,
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width=512,
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num_frames=61,
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num_inference_steps=30,
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).frames[0]
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export_to_video(output, "output.mp4", fps=15)
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```
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Refer to the [documentation](https://huggingface.co/docs/diffusers/main/en/api/pipelines/hunyuan_video) for more information.
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config.json
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{
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"Name": [
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"HunyuanVideo"
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],
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}
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model_index.json
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{
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"_class_name": "HunyuanVideoPipeline",
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"_diffusers_version": "0.32.0.dev0",
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"scheduler": [
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"diffusers",
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"FlowMatchEulerDiscreteScheduler"
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],
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"text_encoder": [
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"transformers",
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"LlamaModel"
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],
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"text_encoder_2": [
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"transformers",
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"CLIPTextModel"
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],
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"tokenizer": [
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"transformers",
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"LlamaTokenizerFast"
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],
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"tokenizer_2": [
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"transformers",
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"CLIPTokenizer"
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],
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"transformer": [
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"diffusers",
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"HunyuanVideoTransformer3DModel"
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],
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"vae": [
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"diffusers",
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"AutoencoderKLHunyuanVideo"
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]
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}
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