Snorkel Custom
The power of data-centric AI
The key to getting LLMs to deliver production-quality results lives in enterprise data. Snorkel built the world’s first and only programmatic AI data development platform for labeling, curation, and development of enterprise data to make LLMs deliver higher accuracy and optimized performance. Snorkel Flow is used by enterprise customers, including 7/10 top US banks and Fortune 100 companies across 10+ verticals, to label and curate data for training and tuning models.
Snorkel Custom accelerates production AI with the unique technical differentiation from Snorkel Flow and the extensive experience of our research team.
Snorkel experts collaborate directly with your internal data scientists and SMEs to support the entire path to production, ensuring best practices for data development, model tuning and evaluation, and a supported implementation of the Snorkel Flow platform as the core infrastructure for data-centric AI.
Higher accuracy with specialized models
Accelerated delivery of current & future models
Reduced data labeling & model serving costs
Zero model vendor lock-in
Snorkel Custom
engagement and delivery
Custom LLM benchmark and evaluation
Create training and validation data
Fine-tune and align models
Cost-optimization and distillation
Benchmark and production deployment
Real-world success
Snorkel collaborated with Wayfair to develop a workflow combining data preprocessing, labeling functions and foundation models—resulting in quality training data and high model accuracy.
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See how it’s done
How Wayfair is transforming customer experiences with data-centric AI
In this upcoming webinar, Snorkel AI experts will demonstrate how to programmatically label data, use it to build a training dataset and fine-tune an open source model – all with Snorkel Flow.