LLM As World Models - a X1AOX1A Collection

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LLM As World Models

LLM As World Models

updated Dec 23, 2025

From Word to World: Can Large Language Models be Implicit Text-based World Models?

Paper • 2512.18832 • Published Dec 21, 2025 • 15
X1AOX1A/LLMasWorldModels

Viewer • Updated Dec 23, 2025 • 189k • 177 • 1
X1AOX1A/WorldModel-Alfworld-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 381
X1AOX1A/WorldModel-Alfworld-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 5
X1AOX1A/WorldModel-Sciworld-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 11
X1AOX1A/WorldModel-Sciworld-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 5
X1AOX1A/WorldModel-Textworld-Qwen2.5-7B

Text Generation • 8B • Updated Dec 26, 2025 • 7
X1AOX1A/WorldModel-Textworld-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 6
X1AOX1A/WorldModel-Webshop-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 8.38k
X1AOX1A/WorldModel-Webshop-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 11
X1AOX1A/WorldModel-Stabletoolbench-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 1 • 1
X1AOX1A/WorldModel-Stabletoolbench-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 4 • 1