Argilla on Ubuntu 24.04 LTS

Overview

Argilla is an open source data annotation and curation platform for building the high quality datasets that modern natural language processing and large language models depend on. Data, machine learning and domain teams label, review and curate text, chat and multi field records through a collaborative web interface backed by a full REST API and a Python SDK. It covers the labelling tasks these workflows need, text classification, token and span labelling, ranking and preference collection and free form feedback, and organises the work into workspaces with owner, admin and annotator roles and per record progress tracking.

Argilla is the human feedback and dataset layer teams reach for when they need trustworthy training and evaluation data: curating instruction and preference sets for fine tuning and alignment, reviewing and correcting model outputs, and building labelled corpora for classification and extraction. It suits machine learning and data teams who want a collaborative annotation tool they run inside their own cloud account, with programmatic access so labelling fits directly into a data pipeline.

Common uses

• Curate instruction and preference datasets for fine tuning and aligning language models
• Label and review text for classification, token and span extraction with a team
• Build and correct evaluation datasets programmatically through the REST API and Python SDK

See it running

Real screenshots taken while testing this image against its deployment guide.