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Release BGE-M3 and Activation Beacon

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@staoxiao staoxiao released this 02 Feb 05:57
· 940 commits to master since this release

BGE-M3

A new member of the BGE model series! BGE-M3 stands for Multi-linguality, Multi-granularities (input length up to 8192), and Multi-Functionality (unification of dense, lexical, multi-vec retrieval). It is the first embedding model which supports all three retrieval methods.

For more details please refer to Technical Report and Code.

Activation Beacon

An effective, efficient, compatible, and low-cost (training) method to extend the context length of LLM by x100 times. We extend the context length of Llama-2-chat-7b from 4K to 400K.

For more details please refer to paper and code

Feedback is welcome