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voyage-large-2-instruct: Instruction-tuned and rank 1 on MTEB

Blog post from Voyage AI

Post Details
Company
Date Published
Author
Voyage AI
Word Count
532
Language
English
Hacker News Points
-
Summary

Voyage AI's latest text embedding model, voyage-large-2-instruct, has achieved the top position on the Massive Text Embedding Benchmark (MTEB) leaderboard, surpassing models from OpenAI and Cohere in tasks such as retrieval, classification, clustering, and reranking. This model, featuring a 16K context window and instruction tuning, incorporates insights from the development of previous models and ranks first in five of the seven benchmarked tasks. Voyage AI offers a range of models, including domain-specific ones like voyage-law-2, which leads in legal retrieval tasks, and emphasizes the benefits of voyage-large-2-instruct for general-purpose embedding. The company is recognized for its innovative approach and leadership in embedding models, inviting users to explore and provide feedback on its offerings.