Gradient Dissent: Conversations on AI cover image

Gradient Dissent: Conversations on AI

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

May 9, 2024
Together AI co-founder Percy Liang discusses advancements in AI benchmarking, HELM framework for language models, open-source's role in AI development, challenges of English language bias, and shaping future AI with equitable technologies. Chapters also cover deploying language models, optimizing AI agents, open-source vs closed-source models, and the intersection of music and AI.
53:20

Episode guests

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Quick takeaways

  • HELM framework enhances transparency in AI benchmarks.
  • Open-source models democratize AI development for inclusivity.

Deep dives

Creation of the Helm Evaluation Framework

Percy Liang, an associate professor at Stanford University, co-founded a platform called Together AI focused on generative AI. He detailed the creation of the Helm evaluation framework designed to assess language models holistically. The initiative brought together a collaborative effort within the Stanford Center for Research Foundation models, resulting in a comprehensive evaluation of 30 different models across various metrics and scenarios.

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