Tag: cosine similarity
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Hacker News: Binary vector embeddings are so cool
Source URL: https://emschwartz.me/binary-vector-embeddings-are-so-cool/ Source: Hacker News Title: Binary vector embeddings are so cool Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses binary quantized vector embeddings, emphasizing their ability to retain high accuracy while dramatically reducing storage size for machine learning applications. This topic is particularly relevant for AI and infrastructure security…
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Hacker News: Alternatives to cosine similarity
Source URL: https://tomhazledine.com/cosine-similarity-alternatives/ Source: Hacker News Title: Alternatives to cosine similarity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses various methods for comparing vectors, particularly in the context of LLM embeddings, emphasizing the utility of cosine similarity over alternative distance functions like Euclidean and Manhattan distances. It underscores the significance of…
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Hacker News: How does cosine similarity work?
Source URL: https://tomhazledine.com/cosine-similarity/ Source: Hacker News Title: How does cosine similarity work? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth exploration of cosine similarity in the context of comparing large language model (LLM) embeddings. It discusses the mathematical principles behind cosine similarity, its significance in measuring vector similarity, and…