OpenAI Alternatives: Cohere Embed v3 and Open Source
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.
📌 Code:
https://github.com/pinecone-io/exampl...
🌲 Subscribe for Latest Articles and Videos:
https://www.pinecone.io/newsletter-si...
👋🏼 AI Dev:
https://aurelio.ai
👾 Discord:
Discord: discord
Twitter: Twitter: jamescalam
LinkedIn: LinkedIn: jamescalam
#artificialintelligence #nlp #openai #ai
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
📌 Code:
https://github.com/pinecone-io/exampl...
🌲 Subscribe for Latest Articles and Videos:
https://www.pinecone.io/newsletter-si...
👋🏼 AI Dev:
https://aurelio.ai
👾 Discord:
Discord: discord
Twitter: Twitter: jamescalam
LinkedIn: LinkedIn: jamescalam
#artificialintelligence #nlp #openai #ai
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