Arena-Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena

Retrieved on: 2024-07-11 20:41:15

Tags for this article:

Large language models

OpenAI

Deep learning

Natural language processing

Generative pre-trained transformer

Artificial general intelligence

MICROSOFT RESEARCH

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Arena-Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena. View article details on hiswai:

Summary

The article discusses 'Arena Learning,' a novel AI-based method for post-training large language models (LLMs) without human evaluators, enhancing models' performance through simulated chatbot battles. This ties into 'Natural Language Processing' by focusing on improving LLMs such as GPT-4 and ChatGPT through iterative training and evaluation. Tags like OpenAI, Deep Learning, and Microsoft Research are relevant as they reflect the development context and contributors of such technologies.

Article found on: www.microsoft.com

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