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| license: apache-2.0 |
| language: |
| - en |
| - zh |
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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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| [](https://arxiv.org/abs/2403.12037) |
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| [](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"> |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/63f08dc79cf89c9ed1bb89cd/S62I1Tn5qz5qJ3IkgMHH8.png" width=93%> |
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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"> |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/63f08dc79cf89c9ed1bb89cd/LJxBMChCFng_RkXwUotfk.png" width=93%> |
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| **This repo is used for hosting *MineDreamer*'s Q-Former checkpoints, which are the training stage 1 checkpoints for Imaginator.** |
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| For more details or tutorials see https://github.com/Zhoues/MineDreamer. |
