This is the 3rd video in a series on using large language models (LLMs) in practice. Here, I give a beginnerfriendly guide to the Hugging Face Transformers library, which provides an easy and costfree way to work with various opensource language models.
▶ Series Playlist: • Large Language Models (LLMs)
Read more: https://towardsdatascience.com/cracki...
Example code: https://github.com/ShawhinT/YouTubeB...
More resources
pipeline() doc: https://huggingface.co/docs/transform...
pip installation: https://huggingface.co/docs/transform...
Vanilla Chatbot demo: https://huggingface.co/spaces/shawhin...
Homepage: https://shawhintalebi.com/
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