Scikit-LLM: Beginner Friendly NLP Using Large Language Models

Explore a beginner-friendly approach to Natural Language Processing using Large Language Models in this 27-minute conference talk from EuroPython 2024. Discover Scikit-LLM, a growing library that simplifies working with LLMs through a scikit-learn compatible API. Learn how to leverage Scikit-LLM for text classification and text-to-text tasks, and delve into techniques for improving model performance, including prompting strategies and fine-tuning. Gain insights into the instruction following and in-context learning capabilities of LLMs for various NLP applications.

Scikit-LLM: Beginner Friendly NLP Using LLMs — Iryna Kondrashchenko, Oleh Kostromin