autolabel
Autolabel is a Python tool optimizing text dataset processing with versatile Large Language Models (LLMs) including GPT-4, providing high accuracy while reducing time and costs compared to manual methods. It easily integrates with multiple LLM platforms and supports model benchmarking on Refuel's system. Designed for efficiency, Autolabel offers confidence estimation, caching, and state management, facilitating precise calibration for labeling tasks. The easy three-step setup enhances accessibility for NLP tasks like sentiment analysis, classification, and named entity recognition.
