The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
📈 Put AI to work across your business: https://aibuilder.academy/yt/jan07gloaRg
This is the 3rd video in a series on using large language models (LLMs) in practice. Here, I give a beginner-friendly guide to the Hugging Face Transformers library, which provides an easy and cost-free way to work with various open-source language models.
▶️ Series Playlist: • Large Language Models (LLMs)
📰 Read more: https://medium.com/towards-data-scien...
💻 Example code: https://github.com/ShawhinT/YouTube-B...
More resources
pipeline() doc: https://huggingface.co/docs/transform...
pip installation: https://huggingface.co/docs/transform...
Vanilla Chatbot demo: https://huggingface.co/spaces/shawhin...
Intro - 0:00
What is Hugging Face? - 1:05
🤗Transformers - 2:05
Models - 4:40
Installation - 8:24
Sentiment Analysis - 9:49
Summarization - 11:48
Conversational - 13:04
Chatbot UI with Gradio - 14:42
Web app with Spaces - 17:38
What's next? - 20:46