Shypd.aiThe largest open index of AI toolsrefinery is an open-source data and analytics tool for data scientists to scale, assess, and maintain natural language data. It helps build better NLP models by treating training data like a software artifact.
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About
refinery is an open-source tool designed for data scientists to effectively manage and improve natural language data for NLP projects. It addresses common challenges such as insufficient labeled data, disorganized training data, and limited resources for annotation. The tool facilitates a data-centric approach to building NLP models, offering features like semi-automated labeling, identification of low-quality data subsets, and data monitoring. It integrates with state-of-the-art libraries like Hugging Face and spaCy, and supports neural search with Qdrant. refinery aims to make training data building a programmatic and enjoyable task, providing capabilities for extensive data management, monitoring, and team collaboration in its managed version.
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Open Source · Freemium
Free
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