HKUNLP/diffusion-of-thoughts
[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
This project helps AI researchers and practitioners improve how language models solve complex problems, especially those requiring step-by-step reasoning like math word problems. It takes an existing diffusion language model and a dataset of reasoning tasks, then trains the model to generate a 'chain of thought' alongside its final answer. The output is a language model capable of more flexible and accurate reasoning by diffusing its thought process over time.
206 stars. No commits in the last 6 months.
Use this if you are working on language models and want to explore or implement advanced reasoning capabilities beyond standard left-to-right generation, particularly using diffusion models.
Not ideal if you are a non-developer seeking an off-the-shelf tool for immediate use, as this project requires significant technical expertise in machine learning and model training.
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206
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15
Language
Python
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Last pushed
Mar 04, 2025
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