Unlocking 70% Faster Response Times Through Token Pooling
The magic of hierarchical clustering token pooling

The magic of hierarchical clustering token pooling

An experiment on vision models and RAG

RAG (Retrieval Augmented Generation) is a powerful technique that allows us to enhance large language models (LLMs) output with private documents and proprietary knowledge that is not available elsewhere. For example, a company's internal documents o...
ColiVara stores, searches, and retrieves documents based on their visual embedding.