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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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
Universalizing weak supervision
Webinar
Universalizing weak supervision
Jun 05, 2024
Snorkel Team
Learn more about Universalizing weak supervision
How to build production-grade RAG retrieval with Snorkel Flow
Blog
How to build production-grade RAG retrieval with Snorkel Flow

See a walkthrough of how Snorkel Flow users build applications with production-grade RAG retrieval components.

Jun 04, 2024
Learn more about How to build production-grade RAG retrieval with Snorkel Flow
How to align LLMs to enterprise objectives/policies
Webinar
How to align LLMs to enterprise objectives/policies

Learn how to optimize RAG components to increase accuracy with programmatic data development in this free webinar.

May 31, 2024
Snorkel Team
Learn more about How to align LLMs to enterprise objectives/policies
How Bonito helps fine-tune specialized LLMs faster than ever
Blog
How Bonito helps fine-tune specialized LLMs faster than ever

Fine-tuning specialized LLMs demands a lot of time and cost We developed Bonito to make this process faster, cheaper, and easier.

May 28, 2024
Learn more about How Bonito helps fine-tune specialized LLMs faster than ever
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