19min chapter

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0 cover image

The End of Finetuning — with Jeremy Howard of Fast.ai

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0

CHAPTER

Exploring Fine-tuning and Pre-training in AI Models

This chapter delves into the concept of fine-tuning and pre-training in AI models, highlighting how fine-tuning builds upon pre-training to enhance model capabilities. The speakers discuss the potential of fine-tuning in tasks like generating SQL and the limitations of models like BTLM 3B and Fy1.5. They also touch upon the challenges of evaluating the performance of small models.

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