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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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  results: []
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+ # *From Word to World*: Can Large Language Models be Implicit Text-based World Models?
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+ [![arXiv](https://img.shields.io/badge/arXiv-2512.18832-b31b1b?logo=arXiv)](https://arxiv.org/abs/2512.18832)
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+ [![Blog](https://img.shields.io/badge/Blog-Post-blue?logo=rss&logoColor=white)](https://macaron.im/mindlab/research/how-world-models-unlock-scalable-agentic-rl)
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+ [![HF Paper](https://img.shields.io/badge/Paper-HuggingFace-yellow?logo=huggingface&logoColor=white)](https://huggingface.co/papers/2512.18832)
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+ [![Models](https://img.shields.io/badge/Models-HuggingFace-yellow?logo=huggingface&logoColor=white)](https://huggingface.co/collections/X1AOX1A/llm-as-world-models)
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+ [![Dataset](https://img.shields.io/badge/Dataset-HuggingFace-yellow?logo=huggingface&logoColor=white)](https://huggingface.co/datasets/X1AOX1A/LLMasWorldModels)
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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