OpenAI Alternatives: Cohere Embed v3 and Open Source

James Briggs
James Briggs
12.7 هزار بار بازدید - 9 ماه پیش - A look at a few
A look at a few of the best retrieval models for Retrieval Augmented Generation (RAG) and how we use them. Covering OpenAI's text-embedding-ada-002, Cohere's new Embed v3, and a small but strong performing open source model called e5-base-v2.

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00:45 MTEB Leaderboards
01:46 Starting with OpenAI, Cohere, and e5
04:35 Inference Speeds
06:06 Querying with Different Models
08:05 Results between models
09:35 Ada 002 vs Cohere v3
10:29 Another test for OpenAI, Cohere, and E5
15:23 More Questions and Final Thoughts
9 ماه پیش در تاریخ 1402/08/27 منتشر شده است.
12,757 بـار بازدید شده
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