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In this video tutorial, Todor Markov from OpenAI discusses the OpenAI fine-tuning API which was released recently. The API allows users to fine-tune the GPT-3 language models on their own data, creating specialized models with better performance. Todor will provide an overview of how fine-tuning can benefit specific use cases, demonstrate the API in action, and discuss the challenges involved.