Snorkel Foundry Services
Co-delivery of custom GenAI solutions, combining Snorkel expertise with unmatched speed.
What is Snorkel Foundry?
Snorkel Foundry is a project led by Snorkel that focuses on creating custom generative AI solutions. Our team of trusted AI experts will work with you to rapidly develop your data and fine-tune custom LLMs using our best practices and IP.
Foundry customer success
Semantic search
+46 point recall boost in one month
Improved e-commerce search results and conversion by fine-tuning open source generic multi-modal embeddings with curated product data.
Top 3 telecom
Chatbot / Co-pilot
+17 point F1 score boost in one week
Predicted positive NPS scores to improve interactions with Xfinity customer service chatbot by fine-tuning on high-quality responses in chat logs.
Text generation
+9 point F1 score boost in one day
Improved “win-rate vs ChatGPT” on average across all task types by curating open source instruction tuning datasets.
Outcomes & Deliverables
Domain-specific AI models on your terms
Custom generative AI model curated with your data using Snorkel’s domain-specific base models and advanced techniques deployed in your cloud provider.
Engagement Model
A burst of innovation, a lifetime of support.
Partner with Snorkel’s Applied Research team to accelerate innovation, and periodically refresh generative models.
How to get started with Snorkel Foundry
- Share sample/ proxy data with your Snorkel account team.
- Schedule technical deep dive with Snorkel Applied Research team.
- Align on a scope, resources & proposal.
Platform capabilities underpinning Snorkel Foundry
Flexible labeling function creation
Effortlessly create custom Labeling Functions(LFs) with our intuitive no-code UI and SDK, or leverage auto-suggested LFs to speed up AI data development even further.
AI data development as software development
Snorkel Flow’s label models aggregate your LFs intelligently to label data at scale automatically.
Labeling functions from external models
Incorporate signal from integrated the latest LLMs and foundation models using prompts.
Labeling functions from existing labels
Reuse existing labels (even noisy ones) as labeling functions that are combined and corrected by other labeling sources.
Annotator Suite
Interface for domain experts to label ground truth and troubleshoot challenging slices during iteration.
Instant feedback
Get real-time quantitative and qualitative feedback on the labeling functions you write for guided iteration.
Are you ready to dive in?
Build high-quality AI 100x faster with Snorkel Flow, the AI data development platform.
Get started