Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.

Extract events from text: cause, effect and relation