Tag: binary vector embeddings
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AWS News Blog: AWS Weekly Roundup: 197 new launches, AI training partnership with Anthropic, and join AWS re:Invent virtually (Nov 25, 2024)
Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-197-new-launches-ai-training-partnership-with-anthropic-and-join-aws-reinvent-virtually-nov-25-2024/ Source: AWS News Blog Title: AWS Weekly Roundup: 197 new launches, AI training partnership with Anthropic, and join AWS re:Invent virtually (Nov 25, 2024) Feedly Summary: Last week, I saw an astonishing 197 new service launches from AWS. This means we are getting closer to AWS re:Invent 2024! Our News Blog team…
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Simon Willison’s Weblog: Binary vector embeddings are so cool
Source URL: https://simonwillison.net/2024/Nov/11/binary-vector-embeddings/#atom-everything Source: Simon Willison’s Weblog Title: Binary vector embeddings are so cool Feedly Summary: Binary vector embeddings are so cool Evan Schwartz: Vector embeddings by themselves are pretty neat. Binary quantized vector embeddings are extra impressive. In short, they can retain 95+% retrieval accuracy with 32x compression and ~25x retrieval speedup. It’s so…
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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…