LLM As World Models - a X1AOX1A Collection

X1AOX1A 's Collections

LLM As World Models

LLM As World Models

updated Mar 2

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 • 235 • 1
X1AOX1A/WorldModel-Alfworld-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 28
X1AOX1A/WorldModel-Alfworld-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 2
X1AOX1A/WorldModel-Sciworld-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 172
X1AOX1A/WorldModel-Sciworld-Llama3.1-8B

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

Text Generation • 8B • Updated Dec 26, 2025 • 182
X1AOX1A/WorldModel-Textworld-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 109
X1AOX1A/WorldModel-Webshop-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 541 •
X1AOX1A/WorldModel-Webshop-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 205
X1AOX1A/WorldModel-Stabletoolbench-Qwen2.5-7B

Text Generation • 8B • Updated Dec 23, 2025 • 66 • 1
X1AOX1A/WorldModel-Stabletoolbench-Llama3.1-8B

Text Generation • 8B • Updated Dec 23, 2025 • 9 • 1