MENU

Fun & Interesting

Introducing KeyLLM - Keyword Extraction with Mistral 7B and KeyBERT

Maarten Grootendorst 19,799 lượt xem 1 year ago
Video Not Working? Fix It Now

In this video, I'm proud to introduce KeyLLM, an extension to KeyBERT for extracting keywords with Large Language Models! We will use the incredible Mistral 7B LLM and go through several use cases.

Timeline
0:00 Introduction
0:35 Loading Mistral 7B
3:45 Prompt Engineering
8:27 Example 1: Keyword extraction with KeyLLM
11:44 Example 2: Efficient Usage of KeyLLM
15:09 Example 3: KeyBERT + KeyLLM

🗝️ KeyBERT: https://github.com/MaartenGr/keyBERT
📒 Google Colab notebook https://colab.research.google.com/drive/1A1lbPnBhtxL9jR7vFcm7Z0F0aJdEl-zj?usp=sharing
🛠️ Written version of this tutorial https://maartengrootendorst.substack.com/p/introducing-keyllm-keyword-extraction
🤗 Mistral 7B on HuggingFace https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.1-GGUF

Support my work:
👪 Join as a Channel Member:
/ @maartengrootendorst
✉️ Newsletter https://maartengrootendorst.substack.com/
📖 Join Medium to Read my Blogs https://medium.com/@maartengrootendorst

I'm writing a book!
📚 Hands-On Large Language Models https://www.oreilly.com/library/view/hands-on-large-language/9781098150952/

#datascience #machinelearning #ai

Comment