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license: apache-2.0
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---
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license: apache-2.0
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---
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# Video-Coder SFT Model
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This repository contains the Video-Coder-SFT-9B for [Video-Coder: Reinforcing Agentic Coding for Video Generation]().
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[**🌐 Project Page**]() | [**📖 Paper**]() | [**💻 Code**]()
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# 👀 Intro
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<div align="center">
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<img src="https://raw.githubusercontent.com/CYWang735/Video-Coder/main/assets/teaser.png" alt="Video-Coder Overview" width="80%">
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</div>
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We introduce **Video-Coder**, the first attempt to train a **code-driven video generation agent**, which autonomously
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writes and executes code to **construct a dynamic 3D scene (Draft Video)** that provides structure and
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motion signals to downstream video generators.
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We curate two high-quality datasets, **Video-Coder-SFT-10k** and **Video-Coder-RL-4k**,
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which contain diverse prompts and ground-truth reference videos.
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We further develop the **Video-Coder Harness**, a unified interactive environment integrating code execution, 3D scene rendering,
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and execution feedback for agent training and inference.
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Video-Coder achieves significant gains,
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improving Minimax-H3 by **approximately 7 points on PhyGenBench and 24 points on VBench-2.0**.
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## 🎥 Demo
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<div align="center">
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<img src="https://raw.githubusercontent.com/CYWang735/Video-Coder/main/assets/qualitative.png" alt="Inference Process" width="85%">
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</div>
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## Citation
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If you find this work helpful for your research, please consider citing:
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```bibtex
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```
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