Last updated on
Company health
Ratings
Snorkel description
Snorkel Flow is a data science platform designed to speed up the process of building AI systems. Typically, training AI requires manually labeling huge amounts of data, which is slow and expensive. Snorkel lets your experts create simple rules to label data automatically, making the process much faster. This helps your company build custom AI solutions for your specific needs, without needing massive datasets labeled by hand.
Who is Snorkel best for
Snorkel Flow accelerates AI development by automating data labeling. Data scientists and subject matter experts can create labeling rules, reducing manual effort and accelerating model training. This is particularly helpful for medium to large enterprises in the software, IT, and telecommunications sectors.
-
Ideal for medium to large enterprises (100+ employees).
-
Best fit for software, IT, and telecommunications companies.
Snorkel features
Supported Snorkel Flow enables automated labeling through labeling functions and programmatic data development, reducing manual effort. |
Supported Snorkel Flow allows SMEs to encode their knowledge for scalable application in labeling data. |
Supported Snorkel Flow enables rapid training data curation, significantly reducing the time required for model development. |
Supported Snorkel Flow enables users to evaluate models and optimize RAG pipelines, ensuring efficient model performance. |
Supported Snorkel Flow allows for the fine-tuning of Large Language Models (LLMs), enhancing their performance for specific tasks. |
Snorkel alternatives
Snorkel FAQ
Snorkel Flow is a data science platform that accelerates AI development by automating data labeling. Instead of manually tagging data, experts create labeling rules, enabling faster model training and custom AI solutions. This streamlines the process and reduces the need for large, hand-labeled datasets.
What is Snorkel and what does Snorkel do?
Snorkel Flow is a data science platform that accelerates AI development by automating data labeling. Instead of manually tagging data, experts create labeling rules, enabling faster model training and custom AI solutions. This streamlines the process and reduces the need for large, hand-labeled datasets.
Snorkel Flow integrates with Large Language Models (LLMs) allowing for fine-tuning to enhance performance on specific tasks. It also facilitates model evaluation and optimizes Retrieval Augmented Generation (RAG) pipelines. More details on specific integrations are not readily available.
How does Snorkel integrate with other tools?
Snorkel Flow integrates with Large Language Models (LLMs) allowing for fine-tuning to enhance performance on specific tasks. It also facilitates model evaluation and optimizes Retrieval Augmented Generation (RAG) pipelines. More details on specific integrations are not readily available.
Top alternatives to Snorkel include Appen, Encord, and TrueFoundry. Appen focuses on data quality for AI training, while Encord specializes in image and video data. TrueFoundry simplifies machine learning model deployment and management. Other competitors include SUPA, RapidCanvas, and Gathr.
What the main competitors of Snorkel?
Top alternatives to Snorkel include Appen, Encord, and TrueFoundry. Appen focuses on data quality for AI training, while Encord specializes in image and video data. TrueFoundry simplifies machine learning model deployment and management. Other competitors include SUPA, RapidCanvas, and Gathr.
Snorkel is a legitimate data science platform. It helps automate data labeling for AI, accelerating development. Reviews on Glassdoor rate it 4.47/5, suggesting user satisfaction with the platform and its capabilities.
Is Snorkel legit?
Snorkel is a legitimate data science platform. It helps automate data labeling for AI, accelerating development. Reviews on Glassdoor rate it 4.47/5, suggesting user satisfaction with the platform and its capabilities.
Snorkel AI doesn't publicly disclose its pricing. Contact their sales team for a customized quote based on your specific needs. Consider whether Snorkel AI is worth it based on the value it offers for data labeling and model training.
How much does Snorkel cost?
Snorkel AI doesn't publicly disclose its pricing. Contact their sales team for a customized quote based on your specific needs. Consider whether Snorkel AI is worth it based on the value it offers for data labeling and model training.
There is no information available about Snorkel's customer service.
Is Snorkel customer service good?
There is no information available about Snorkel's customer service.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.