# Building Large Language Models for Production: Enterprise Generative AI

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Text version: https://stenobird.com/podcast/building-large-language-models-for-production-enterprise-generative-ai-7088780/building-large-language-models-for-production-enterprise-generative-ai.md
Podcast: [Building Large Language Models for Production: Enterprise Generative AI](https://stenobird.com/podcast/building-large-language-models-for-production-enterprise-generative-ai-7088780)
Published: 2024-11-04T11:40:31+00:00
Episode link: https://podcasters.spotify.com/pod/show/anand-v93/episodes/Building-Large-Language-Models-for-Production-Enterprise-Generative-AI-e2qhg4i
Audio file: https://anchor.fm/s/fd273938/podcast/play/93945426/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2024-10-4%2F389222935-44100-2-a8890663849b2.m4a
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JSON: https://stenobird.com/v1/public/podcasts/building-large-language-models-for-production-enterprise-generative-ai-7088780/episodes/building-large-language-models-for-production-enterprise-generative-ai
Duration seconds: 2016

## Resource

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. It also examines ethical considerations, showcases real-world applications of LLMs across industries, and delves into emerging trends and challenges in the field.

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## Transcript

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