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Thinking Machines: AI & Philosophy
The Future is Fine Tuned (with Dev Rishi, Predibase)
May 24, 2024
Dev Rishi, CEO of Predibase, discusses the future of AI fine-tuning, challenges in model hosting, and competition with OpenAI. They explore the benefits of multi-modal language models, optimization methods like Lorax, and the advancements in audio modeling. The conversation also touches on balancing work and personal life in the AI industry.
52:28
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Quick takeaways
- Fine-tuning language models is the future of AI optimization.
- Prior experience with language models facilitates swift use case implementation.
Deep dives
Prettbase's Evolution Towards Focusing on LLMs
Prettbase, founded in 2021 with a focus on Ludwig, a low code framework for building deep learning models, shifted its focus to Language Model Models (LLMs) in 2023. The company's unique approach revolves around fine-tuning and deploying these task-specific LLMs. This strategic move was influenced by the demand and relevance of deep learning, specifically in the realm of large language models, leading Prettbase to refine its offerings towards LLM fine-tuning and deployment.
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