Nov 4, 2024 ยท not_requested
Building Large Language Models for Production: Enterprise Generative AI
- Duration seconds
- 2016
Podcast
Building Large Language Models for Production: Enterprise Generative AI
- Author
- Anand V
- Feed episode count
- 1
- Official site
- https://podcasters.spotify.com/pod/show/anand-v93
Summary
Provides a comprehensive guide to understanding, building, and deploying large language models (LLMs) in enterprise settings. It covers fundamental concepts in natural language processing (NLP), common LLM architectures like BERT, GPT, and T5, data collection and preparation techniques, model training, and fine-tuning methods. The text further explores crucial production aspects, including infrastructure optimization, security, compliance, and continuous monitoring.