Tag: Mechanistic Interpretability
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Hacker News: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders
Source URL: https://github.com/PaulPauls/llama3_interpretability_sae Source: Hacker News Title: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines a research project focused on the interpretability of the Llama 3 language model using Sparse Autoencoders (SAEs). This project aims to extract more clearly interpretable features from…
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CSA: Mechanistic Interpretability 101
Source URL: https://cloudsecurityalliance.org/blog/2024/09/05/mechanistic-interpretability-101 Source: CSA Title: Mechanistic Interpretability 101 Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the challenge of interpreting neural networks, introducing Mechanistic Interpretability (MI) as a novel methodology that aims to understand the complex internal workings of AI models. It highlights how MI differs from traditional interpretability methods, focusing…