resources

Resource library

Explore our complete library of resources including blogs, benchmarks, research papers and more.
Image for Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark
Blog

Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark

Announcing a $3M commitment to launch Open Benchmarks Grants
September 30, 2025
Image for Closing the Evaluation Gap in Agentic AI
Blog

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
Image for Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory
Blog

Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory

Announcing a $3M commitment to launch Open Benchmarks Grants
March 31, 2026
Image for Building FinQA: An Open RL Environment for Financial Reasoning Agents
Blog

Building FinQA: An Open RL Environment for Financial Reasoning Agents

Announcing a $3M commitment to launch Open Benchmarks Grants
March 30, 2026
Image for The science of rubric design
Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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Call center AI for customer experience management: a case study
Blog
Call center AI for customer experience management: a case study

How one large financial institution used call center AI to inform customer experience management with real-time data.

Aug 14, 2024
Learn more about Call center AI for customer experience management: a case study
An introduction to Snorkel and data-centric AI
eBook
An introduction to Snorkel and data-centric AI

Learn how Snorkel can programmatically help you create massive amounts of high-quality labeled training data in a matter of hours.

Aug 09, 2024
Snorkel Team
Learn more about An introduction to Snorkel and data-centric AI
New GenAI features, data annotation: Snorkel Flow 2024.R2
Blog
New GenAI features, data annotation: Snorkel Flow 2024.R2

This release features new GenAI tools and Multi-Schema Annotation, as well as new enterprise security tools and an updated home page.

Aug 07, 2024
Learn more about New GenAI features, data annotation: Snorkel Flow 2024.R2
Webinar
How to optimize RAG pipelines for domain- and enterprise-specific tasks

RAG is the first step in building LLM-powered AI applications for enterprise use cases.

Aug 01, 2024
Snorkel Team
Learn more about How to optimize RAG pipelines for domain- and enterprise-specific tasks
How data slices transform enterprise LLM evaluation
Blog
How data slices transform enterprise LLM evaluation

Enterprises must evaluate LLM performance for production deployment. Custom, automated eval + data slices present the best path to production.

Aug 01, 2024
Learn more about How data slices transform enterprise LLM evaluation
Webinar
Combining structured and unstructured data to enhance RAG capabilities

In this webinar, presented by Snorkel and Numbers Station, we’ll explain how to elicit data-driven insights backed by domain-knowledge using a multi-agent architecture and a fine-tuned LLM and/or RAG pipeline.

Jul 31, 2024
Snorkel Team
Learn more about Combining structured and unstructured data to enhance RAG capabilities
Meta’s Llama 3.1 405B is the new Mr. Miyagi, now what?
Blog
Meta’s Llama 3.1 405B is the new Mr. Miyagi, now what?

Meta’s Llama 3.1 405B, rivals GPT-4o in benchmarks, offering powerful AI capabilities. Despite high costs, it can enhance LLM adoption through fine-tuning, distillation, and as an AI judge.

Jul 25, 2024
Learn more about Meta’s Llama 3.1 405B is the new Mr. Miyagi, now what?
Meta’s new Llama 3.1 models are here! Are you ready for it?
Blog
Meta’s new Llama 3.1 models are here! Are you ready for it?

Meta released Llama 3 405B today, signaling a new era of open source AI. The model is ready to use on Snorkel Flow.

Jul 23, 2024
Learn more about Meta’s new Llama 3.1 models are here! Are you ready for it?
Data-centric AI with Snorkel and MinIO
Blog
Data-centric AI with Snorkel and MinIO

High-performing AI systems require more than a well-designed model. They also require properly constructed training and testing data.

Learn more about Data-centric AI with Snorkel and MinIO
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