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AI · August 6, 2020

Scale Nucleus

The mission control for your ML data

Scale Nucleus launched on August 6, 2020 with 120 votes, #267 of 3,833 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 6 years on.

What it does

The mission control for your ML data ⠀ Aggregate metrics in ML are not good enough. Scale Nucleus helps you to visualize your data, curate interesting slices within your dataset, review and manage annotations, and measure and debug your model performance.

Power leading models with high-quality training data. Collect, curate, and annotate data using RLHF, human feedback, and evaluations.

Collect, Curate, and annotate data. Train models and evaluate. Repeat. The Scale Data Engine is trusted by the world's leading ML teams to accelerate the development of their models. Scale can provide the core tenet of any dataset with high-quality labels from domain experts. Easily find, categorize, and fix model failures with Scale’s Data Engine. Then, optimize labeling spend with high-value curated data. Scale’s data engine can support any ML project from lower-volume experiments to high-volume production projects. Scale up, or down, as needed. Scale delivers the greatest variety and diversity of data to help deliver the greatest value to your model performance. Scale Generative AI Data…from scale.com

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