OpenAI Releases Three Embedding Model Families To Optimize Text Search, Code Search and Text Similarity

Web: https://www.reddit.com/r/LanguageTechnology/comments/sdbq8w/openai_releases_three_embedding_model_families_to/

In the last few decades, neural networks have been used for a wide range of tasks, including image segmentation, natural language processing, and time-series forecasting.

One promising use of deep neural networks is embedding, a method for representing discrete variables as continuous vectors. An embedding is a low-dimensional space into which high-dimensional vectors can be translated, making it easy for computers to understand the relationships between those concepts. Numerically similar embeddings are also semantically identical. Word embeddings for machine translation …

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