Shypd.aiThe largest open index of AI toolsawesome-llm-interpretability is an Open Source Research & Education tool that provides a curated list of resources for Large Language Model (LLM) interpretability. It includes tools, papers, articles, and communities to help understand how LLMs work.
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awesome-llm-interpretability is a comprehensive, curated list of resources dedicated to understanding and interpreting Large Language Models (LLMs). This open-source GitHub repository serves as a central hub for researchers and practitioners, offering a wide array of tools, academic papers, insightful articles, and community links. It covers various aspects of LLM interpretability, from visualization platforms like The Learning Interpretability Tool and Comgra, to specific research on attention mechanisms, neuron behavior, and factual associations within models. The resource is invaluable for anyone looking to delve into the inner workings of LLMs, debug neural networks, analyze training processes, or explore mechanistic interpretability.
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