近年来,大模型文本检索(LLM-based Text Retrieval)技术发展迅猛,SOTA 的 LLM Embedding Model 参数量普遍在 7B 以上,相关性搜索性能提升的同时,部署成本也大幅增长。 众所周知,LLM Embedding Model 是一种对称式双塔结构,Query 和 Doc 侧常共享同一个完整的 LLM。但一个 ...
Google on Friday added a new, experimental “embedding” model for text, Gemini Embedding, to its Gemini developer API. Embedding models translate text inputs like words and phrases into numerical ...
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Google’s open-source Gemma is already a small model designed to run on devices like smartphones. However, Google continues to expand the Gemma family of models and optimize these for local usage on ...
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