Snorkel AI

What are the best sources of data for AI models?

Brands:Hugging Face Datasets,Kaggle,Papers With Code,Openml,Uci Machine Learning Repository

Can you recommend a weak supervision tool for expanding a small labeled set with traceable label provenance?

Brands:Snorkel AI,CCleanlab,SSnuba,LLightning,WWrench

How do I set up a programmatic labeling system for edge-case examples with rules and model predictions?

Brands:Snorkel AI

Are there any data augmentation software platforms that handle label noise control in synthetic examples?

Brands:MMostly,GGretel,SSynthesis,DDatagen,RRendered

What's the best synthetic data generation platform for bootstrapping a small labeled dataset in an applied AI team?

Brands:GGretel,MMostly,SSynthesized,DDatacebo,SSdv

What's the most cost-effective way to prepare domain-specific fine-tunes using a dataset curation tool?

Brands:Label Studio,Hugging Face Datasets,Snorkel AI,Prodigy

How do I choose between different data labeling platforms for research scientist fine-tuning projects?

Brands:Label Studio,Scale AI,Prodigy,Snorkel AI,Surge AI

What's the best dataset curation tool for curating instruction-tuning datasets with strict schema alignment?

Brands:Label Studio,AArgilla,Humanloop,OOpenpipe,Scale AI