Introducing KeyLLM - Keyword Extraction with Mistral 7B and KeyBERT

Maarten Grootendorst · Beginner ·🧠 Large Language Models ·2y ago
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 htt…
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Chapters (6)

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
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