Pitfalls and Best Practices — 5 lessons from LLMs in Production // Raza Habib // LLMs in Prod Con 2

This portion is sponsored by Humanloop.
Website: https://humanloop.com/
Humanloop helps developers build high-performing applications on top of large language models like GPT-3. You can use it to experiment with new prompts, collect model generated data and user feedback, and finetune models for better performance while optimising costs.

//Abstract
Humanloop has now seen hundreds of companies go on the journey from playground to production. In this talk, we’ll share case studies of what has and hasn’t worked. Raza shares what the …

applications best practices data developers experiment feedback generated gpt gpt-3 language language models large language large language models llms practices prod production prompts sponsored user feedback