Improvements

Stop Guessing and Measure Your RAG System to Drive Real Improvements

Key metrics and techniques to raise your retrieval-augmented generation performanceAdvancements in Large Language Models (LLMs) have captured the imagination of the world. With the discharge of ChatGPT by OpenAI, in November, 2022, previously obscure...

Introducing improvements to the fine-tuning API and expanding our custom models program

Assisted Advantageous-TuningAt DevDay last November, we announced a Custom Model program designed to coach and optimize models for a selected domain, in partnership with a dedicated group of OpenAI researchers. Since then, we have...

In machine learning, synthetic data can offer real performance improvements

Teaching a machine to acknowledge human actions has many potential applications, corresponding...

Your First Advice System: From Data Preparation to ML Debugging and Improvements Assessment

Resolve your issues, save time, and avoid mistakesSo that you’ve begun to develop your first production suggestion system, and although you could have experience in programming and ML, you might be bombarded with an...

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