autolabel

We have hosted the application autolabel in order to run this application in our online workstations with Wine or directly.

Quick description about autolabel:

Autolabel is a Python library to label, clean and enrich datasets with Large Language Models (LLMs). Autolabel data for NLP tasks such as classification, question-answering and named entity recognition, entity matching and more. Seamlessly use commercial and open-source LLMs from providers such as OpenAI, Anthropic, HuggingFace, Google and more.

Features:

• Autolabel data for NLP tasks such as classification, question-answering and named entity-recognition, entity matching and more
• Seamlessly use commercial and open source LLMs from providers such as OpenAI, Anthropic, HuggingFace, Google and more
• Leverage research-proven LLM techniques to boost label quality, such as few-shot learning and chain-of-thought prompting
• Confidence estimation and explanations out of the box for every single output label
• Caching and state management to minimize costs and experimentation time
• You can get started with Autolabel by simpling bringing the dataset you want to label, picking your favorite LLM and writing a few lines of code

Programming Language: Python.
Categories: