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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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[](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"> |
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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. |
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