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25.2
25.1
0.96
0.95
0.94
0.93
0.91

User guide

Overview
Getting started: Application and data creation
End-to-end tutorials
How-to guides
Reference
Best practices

This is documentation for Snorkel AI 0.91, which is no longer actively maintained.

For up-to-date documentation, see the latest version (25.2).

Reference
Data labeling
Labeling functions (LFs) overview

Version: 0.91

Labeling functions (LFs) overview

Introduction to labeling functions (LFs)

Overview

Labeling function builders index

Introduction to labeling functions (LFs)

Product

Snorkel Flow
Label
Model
Foundation models
Enterprise

Solutions

AI applications

Document classification
Named entity recognition
Information extraction
Conversational AI
Sentiment analysis

Industry use cases

AI for banking
AI for government
AI for healthcare
AI for insurance
AI for telecom

Technology

Snorkel AI Technology
Data-centric AI
Data labeling
Foundation models
Generative AI
Large language models
Programmatic labeling
Weak supervision
Snorkel research project

Case Studies

Apple
Big four consulting firm
Fortune 50 bank
Fortune 500 telecom
Global custodian bank
Global financial services leader
Global insurance leader
Google
Intel
Memorial Sloan Kettering
Stanford Medicine
Tide
Top 5 biotech
Top US bank

Resources

Blog
Events
FAQ
RAG vs. fine-tuning
Gartner® Hype Cycle™ for Artificial Intelligence, 2023
Press
Research papers
Security

Company

Overview
Careers
Logos and brand assets

Contact

Contact us
Request a demo

Compliance

AICPA SOC

HIPAA compliant

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