In addition to the GPT-4 Turbo update, OpenAI has also launched smaller AI models called embeddings, defined as sequences of numbers that represent concepts within content like natural language or codes. These models, named text-embedding-3-small and text-embedding-3-large, assist applications using retrieval-augmented generation to understand the relationship between different contents. These new models are available now.
Key takeaways:
- OpenAI has updated GPT-4 Turbo to complete tasks like code generation more thoroughly and reduce instances of 'laziness' where the model doesn't complete a task.
- GPT-4 Turbo is a more recent version of GPT-4, trained on information as recent as April 2023, and is only available in a preview.
- More than 70 percent of those using GPT-4 via its API have moved to GPT-4 Turbo due to its more updated knowledge base, and more updates are expected in the coming months.
- OpenAI has also launched smaller AI models called embeddings, which help applications using retrieval-augmented generation figure out the relationship of different contents it’s accessing.