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Embeddings are underrated

technicalwriting.dev · published 24 October 2024

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https://ai.google.dev/gemini-api/docs/models/gemini

ai.google.dev

https://docs.voyageai.com/docs/embeddings

docs.voyageai.com

You Should Probably Pay Attention to Tokenizers Read at the source ↗

cybernetist.com

https://seantrott.substack.com/p/tokenization-in-large-language-models

seantrott.substack.com

https://www.nomic.ai/blog/posts/nomic-embed-text-v1

nomic.ai

https://platform.openai.com/docs/guides/embeddings/

platform.openai.com

https://docs.mistral.ai/getting-started/models/models_overview/

docs.mistral.ai

https://docs.cohere.com/v2/docs/models

docs.cohere.com

https://arxiv.org/abs/2210.07316

arxiv.org

https://huggingface.co/spaces/mteb/leaderboard

huggingface.co

https://en.wikipedia.org/wiki/Latent_space

en.wikipedia.org

https://arxiv.org/pdf/1301.3781

arxiv.org

https://en.m.wikipedia.org/wiki/Distributional_semantics

en.m.wikipedia.org

https://youtu.be/7ZYqjaLaK08

youtu.be

https://jalammar.github.io/illustrated-word2vec/

jalammar.github.io

Simon Willison’s primer on embeddings Read at the source ↗

simonwillison.net

https://www.coursera.org/learn/machine-learning-linear-algebra

coursera.org

https://numpy.org/doc/stable/

numpy.org

https://scikit-learn.org/stable/

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https://en.wikipedia.org/wiki/Well-known_URI

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