Your GUIDE to Hugging Face, GPUs, OpenAI, LangChain + More in the LLM Ecosystem – Lecture 2

Описание: If you've ever felt puzzled and swamped by the numerous advancements in the Large Language Models (LLM) field, this video is designed for you. It offers insights into questions like "What is Hugging Face?", "How do LLMs work?", among others. I aim to clarify the LLM ecosystem, making it easier for you to understand the essentials for developing LLM applications. This forms the second lecture of the AI Engineering Take-off Course, freely accessible on YouTube. This is lecture 2 of the AI Engineering Take-off Course, which is available for free on YouTube!

Read the blog post that complements this YouTube content:   / your-guide-to-the-llm-ecosystem  

Stay updated on AI, Data Science, and Large Language Models by following me on Medium:   / johnadeojo  

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Build your first LLM-powered app: https://www.educative.io/projects/bui...

Why templates are import and other tips for building chatbots:    • Building Chatbots with Hugging Face LLMs: ...  

How to deploy open-source models:    • Deploy Mixtral, QUICK Setup - Works with L...  

Chapters
Intro: 00:00
The Ecosystem: 01:00
All about LLMs: 02:30
Infrastructure & Hardware: 12:24
Hugging Face: 15:02
Proprietary LLMs (OpenAI): 22:17
Inference Server: 24:53
App Dev Frameworks: 27:20
Frontend: 29:05