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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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The Data Labeling Guide for Enterprise AI Teams
eBook
The Data Labeling Guide for Enterprise AI Teams

Unlock GenAI projects with scalable data labeling tools, techniques, & best practices.

Jan 20, 2025
Snorkel Team
Learn more about The Data Labeling Guide for Enterprise AI Teams
Databricks + Snorkel Flow: integrated, streamlined AI development
Blog
Databricks + Snorkel Flow: integrated, streamlined AI development

Discover the power of integrating Databricks and Snorkel Flow for efficient data ingestion, labeling, model development, and AI deployment.

Jan 08, 2025
Learn more about Databricks + Snorkel Flow: integrated, streamlined AI development
Webinar
How to operationalize prompt engineering into your GenAI development process.

In this webinar, we will explain how to operationalize prompt engineering as a component of the GenAI development process.

Dec 23, 2024
Snorkel Team
Learn more about How to operationalize prompt engineering into your GenAI development process.
How LLM evaluation drives better models in Snorkel Flow
Blog
How LLM evaluation drives better models in Snorkel Flow

Discover how Snorkel AI’s methodical workflow can simplify the evaluation of LLM systems. Achieve better model performance in less time.

Dec 17, 2024
Learn more about How LLM evaluation drives better models in Snorkel Flow
Unlock proprietary data with Snorkel Flow and Amazon SageMaker
Blog
Unlock proprietary data with Snorkel Flow and Amazon SageMaker

Accelerate LLM development with Snorkel Flow and SageMaker. Automate dataset curation, accelerate training, and gain a competitive advantage.

Dec 02, 2024
Learn more about Unlock proprietary data with Snorkel Flow and Amazon SageMaker
Webinar
How to classify and extract information from complex PDFs at scale

In this webinar, we’ll explain how to capture SME domain knowledge, and use it to automate and scale PDF classification and information extraction tasks. Specifically, we’ll demonstrate techniques such as candidate span generation, sequence tagging, and LLM prompting.

Nov 26, 2024
Snorkel Team
Learn more about How to classify and extract information from complex PDFs at scale
LLM evaluation in enterprise applications: a new era in ML
Blog
LLM evaluation in enterprise applications: a new era in ML

Learn about the obstacles faced by data scientists in LLM evaluation and discover effective strategies for overcoming them.

Nov 25, 2024
Learn more about LLM evaluation in enterprise applications: a new era in ML
Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Analyst Research
Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Nov 22, 2024
Snorkel Team
Learn more about Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace
Blog
Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace

Snorkel AI and AWS are partnering to help enterprises build, deploy, and evaluate custom, production-ready AI models. Learn how.

Nov 19, 2024
Learn more about Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace
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