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Explore OpenAI’s latest “Reinforcement Fine-Tuning (RFT)” technology, learn how to optimize AI’s reasoning capabilities through model customization, and apply it to professional fields such as law, medicine, and finance. Understand its profound impact on genetic disease research.
Mark, the research head at OpenAI, announced the official launch of the “o1 series models” and their future support for APIs. He highlighted a groundbreaking feature: support for model customization and “Reinforcement Fine-Tuning (RFT).” This technology helps developers and researchers create specialized models tailored to specific fields such as law, medicine, and engineering.
Reinforcement Fine-Tuning is a new model optimization technique that enhances AI’s reasoning capabilities by combining reinforcement learning. It is suitable for scenarios requiring deep professional knowledge.
Related Case: Collaboration with Thomson Reuters to develop a legal assistant AI using the “o1 mini” model.
Julie W. explained the differences between the two methods:
OpenAI’s customization platform allows users to easily fine-tune models.
Research Focus
Rare genetic diseases, though individually rare, affect over 300 million people. Patients often undergo a lengthy diagnostic process.
John Allard demonstrated how to apply reinforcement fine-tuning technology and shared the following key steps:
OpenAI is expanding the application scope of reinforcement fine-tuning technology and inviting organizations with expert teams to join the Alpha program.
Plans to officially launch the reinforcement fine-tuning feature early next year, expecting more institutions to explore and apply the technology.
Justin Ree emphasized the profound impact of reinforcement learning on biological research, suggesting the integration of existing bioinformatics tools with AI models to further improve medical outcomes.
OpenAI is optimistic about the future applications of reinforcement fine-tuning technology and welcomes more organizations to join the exploration.
(Note: Names in the article may be incorrect)
DMflow.chat: Intelligent integration that drives innovation. With persistent memory, customizable fields, seamless database and form connectivity, plus API data export, experience unparalleled flexibility and efficiency.
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