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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Weak supervision for non-categorical applications + superalignment
Blog
Weak supervision for non-categorical applications + superalignment

We need more labeled data than ever, so we have explored weak supervision for non-categorical applications—with notable results.

Jul 02, 2024
Learn more about Weak supervision for non-categorical applications + superalignment
How to evaluate LLM accuracy for domain-specific use cases
Webinar
How to evaluate LLM accuracy for domain-specific use cases

In this webinar, Vincent Chen, Product Director at Snorkel AI, will discuss the importance of LLM evaluation, highlight common challenges and approaches, explain core concepts such as slices and quality models, and demonstrate Snorkel AI’s approach to LLM evaluation.

Jun 28, 2024
Snorkel Team
Learn more about How to evaluate LLM accuracy for domain-specific use cases
Snorkel AI signs strategic collaboration agreement with AWS to help enterprises cross the demo-to-production chasm
Blog
Snorkel AI signs strategic collaboration agreement with AWS to help enterprises cross the demo-to-production chasm

To tackle generative AI use cases, Snorkel AI + AWS launched an accelerator program to address the biggest blocker: unstructured data.

Jun 27, 2024
Learn more about Snorkel AI signs strategic collaboration agreement with AWS to help enterprises cross the demo-to-production chasm
AI alignment made simple: innovative solutions for businesses
Blog
AI alignment made simple: innovative solutions for businesses

AI alignment ensures that AI systems align with human values, ethics, and policies. Here’s a primer on how developers can build safer AI.

Jun 27, 2024
Learn more about AI alignment made simple: innovative solutions for businesses
How does the Snorkel Flow label model work?
Blog
How does the Snorkel Flow label model work?

The Snorkel Flow label model plays an instrumental role in driving the enterprise value we create. Here’s a peek at how it works.

Jun 18, 2024
Learn more about How does the Snorkel Flow label model work?
Research Talk Alfred: Prompted Weak Supervision
Webinar
Research Talk Alfred: Prompted Weak Supervision

Learn how Alfred enables users to encode their subject matter expertise via natural language prompts for language and vision-language models.

Jun 13, 2024
Snorkel Team
Learn more about Research Talk Alfred: Prompted Weak Supervision
Vision language models: how LLMs boost image classification
Blog
Vision language models: how LLMs boost image classification

Vision language models demonstrate impressive image classification capabilities, but LLMs can help improve their performance. Learn how.

Jun 12, 2024
Learn more about Vision language models: how LLMs boost image classification
Webinar
How to fine-tune LLMs to perform specialized tasks accurately

Learn how to fine-tune LLMs like Meta’s Llama 3 for specialized tasks and see a live demo of curating high-quality training data with Snorkel Flow

Jun 07, 2024
Snorkel Team
Learn more about How to fine-tune LLMs to perform specialized tasks accurately
Long context models in the enterprise: benchmarks and beyond
Blog
Long context models in the enterprise: benchmarks and beyond

Snorkel researchers devised a new way to evaluate long context models and address their “lost-in-the-middle” challenges with mediod voting.

Jun 06, 2024
Learn more about Long context models in the enterprise: benchmarks and beyond
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