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Inquire about the Snorkel Data Series

The Snorkel Data Series captures real-world, expert workflows across domains—structured analysis, multi-step reasoning, and agentic task execution.

Developed by Snorkel’s AI Data Research Lab in collaboration with experts across a wide-range of domains, each series provides cutting-edge datasets and deterministic evaluation environments delivered quarterly to help unblock your work on the frontier.

Why the Snorkel Data Series
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High-volume quarterly drops
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Multi-layer quality pipeline
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Unified execution environment
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Direct roadmap influence

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Accelerate agent performance with verifiable, multi-step CLI environments with the Snorkel Data Series

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