Refinery
Refinery
The data scientist's open-source choice to scale, assess and maintain natural language data.
Refinery is a data-centric AI tool that treats training data like a software artifact. It allows data scientists to smoothly build, manage, and scale natural language processing datasets without friction.
You can employ active learning, human-in-the-loop workflows, and powerful heuristic programming to label large datasets much faster than manual annotation alone.
Key Features
- Human-in-the-loop annotation
- Active learning and heuristic labeling
- Data-centric AI workflows
- Open source natural language processing capabilities
Frequently Asked Questions
Yes, Refinery is open source. It is released under the Apache-2.0 license.
You can use Refinery as a free, open-source alternative to Scale AI.
Yes, Refinery can be self-hosted on your own server or cloud infrastructure.
It is built using Python, Batchfile, Shell.
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