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  license: apache-2.0
 
 
 
 
 
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  license: apache-2.0
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+ datasets:
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+ - Zhoues/Goal-Drift-Dataset
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+ language:
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+ - en
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+ - zh
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  ---
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+ # Model Card for *MineDreamer* 🔥
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+ <!-- Provide a quick summary of what the model is/does. -->
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+ [![arXiv](https://img.shields.io/badge/arXiv%20papr-2403.12037-b31b1b.svg)](https://arxiv.org/abs/2403.12037)
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+ [![project page](https://img.shields.io/badge/Play%20with%20MineDreamer%21-MineDreamer%20project%20page-lightblue)](https://sites.google.com/view/minedreamer/main)
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+ *MineDreamer* is an instructable embodied agent for simulated control and it is developed on top of recent advances in Multimodal Large Language Models (MLLMs) and diffusion models!
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+ <p align="center">
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/63f08dc79cf89c9ed1bb89cd/S62I1Tn5qz5qJ3IkgMHH8.png" width=93%>
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+ <p>
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+ *MineDreamer* can follow instructions steadily by employing a Chain-of-Imagination (CoI) mechanism to envision the step-by-step process of executing instructions and translating imaginations into more precise visual prompts tailored to the current state; subsequently, it generates keyboard-and-mouse actions to efficiently achieve these imaginations,
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+ <p align="center">
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/63f08dc79cf89c9ed1bb89cd/LJxBMChCFng_RkXwUotfk.png" width=93%>
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+ <p>
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+ **This repo is used for hosting *MineDreamer*'s InstructPix2Pix checkpoints, which are not only the baseline checkpoints but the training stage 2 checkpoints for Imaginator as well.**
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+ For more details or tutorials see https://github.com/Zhoues/MineDreamer.