Instructions to use zai-org/SCAIL-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use zai-org/SCAIL-2 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("zai-org/SCAIL-2", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
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README.md
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<div align="center">
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<img src='https://img.shields.io/badge/π arXiv-coming soon-red'>
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<a href='https://teal024.github.io/SCAIL-E2E/'><img src='https://img.shields.io/badge/π Project Page-green'></a>
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SCAIL-2 is an open-source model for **end-to-end controlled character animation**. It animates a reference character with a driving video, and also supports character replacement and multi-character scenarios without relying on intermediate pose representations.
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<img src='resources/teaser.png' alt='Teaser' width='90%'>
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## π Overview
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- Zero-shot support for advanced control intermediates like SAM3D-Body mesh rendering
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<img src='resources/network.png' alt='pipeline' width='90%'>
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<div align="center">
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<img src='https://img.shields.io/badge/π arXiv-coming soon-red'>
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<a href='https://teal024.github.io/SCAIL-E2E/'><img src='https://img.shields.io/badge/π Project Page-green'></a>
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<a href='https://github.com/zai-org/SCAIL-2'><img src='https://img.shields.io/badge/π» GitHub-black?logo=github'></a>
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</div>
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SCAIL-2 is an open-source model for **end-to-end controlled character animation**. It animates a reference character with a driving video, and also supports character replacement and multi-character scenarios without relying on intermediate pose representations.
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<p align="center">
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<img src='https://raw.githubusercontent.com/zai-org/SCAIL-2/refs/heads/wan-scail2/resources/teaser.png' alt='Teaser' width='90%'>
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</p>
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## π Overview
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- Zero-shot support for advanced control intermediates like SAM3D-Body mesh rendering
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<p align="center">
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<img src='https://raw.githubusercontent.com/zai-org/SCAIL-2/refs/heads/wan-scail2/resources/network.png' alt='pipeline' width='90%'>
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</p>
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