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
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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
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Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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Fine-tuned representation models boost LLM systems. Here’s how
Blog
Fine-tuned representation models boost LLM systems. Here’s how

Fine-tuned representation models are often the most effective way to boost the performance of AI applications. Learn why.

Mar 05, 2024
Learn more about Fine-tuned representation models boost LLM systems. Here’s how
Enterprise GenAI to surge in 2024: survey results
Blog
Enterprise GenAI to surge in 2024: survey results

Enterprise GenAI 2024: applications will likely surge toward production, according to Snorkel AI Enterprise LLM Summit survey results .

Feb 29, 2024
Learn more about Enterprise GenAI to surge in 2024: survey results
Large language model training: how three training phases shape LLMs
Blog
Large language model training: how three training phases shape LLMs

Training large language models is a multi-layered stack of processes, each with its unique role and contribution to the model’s performance.

Feb 27, 2024
Learn more about Large language model training: how three training phases shape LLMs
LoRA: Low-Rank Adaptation for LLMs
Blog
LoRA: Low-Rank Adaptation for LLMs

Low-rank adaptation (LoRA) lets data scientists customize GenAI models like LLMs faster than traditional full fine-tuning methods.

Feb 21, 2024
Learn more about LoRA: Low-Rank Adaptation for LLMs
LLM distillation demystified: a complete guide
Blog
LLM distillation demystified: a complete guide

LLM distillation isolates task-specific LLM performance and mirrors it in a smaller format—creating faster and cheaper performance.

Feb 13, 2024
Learn more about LLM distillation demystified: a complete guide
Webinar
Booth Demo

In this webinar, you’ll learn how your unique data is critical to developing high-quality generative AI applications and learn where your data can be used and how it should be prepared, managed, and applied to deliver real-world value for your organization.

Feb 13, 2024
Snorkel Team
Learn more about Booth Demo
Enterprises must shift their focus from models to data in AI development
Blog
Enterprises must shift their focus from models to data in AI development

Snorkel AI CEO Alex Ratner explains his view on the importance of AI in data development and illustrates his position with two case studies.

Feb 09, 2024
Learn more about Enterprises must shift their focus from models to data in AI development
Webinar
Productionizing GenAI for Healthcare with AI Data Development

In this webinar, you’ll learn how your unique data is critical to developing high-quality generative AI applications and learn where your data can be used and how it should be prepared, managed, and applied to deliver real-world value for your organization.

Feb 07, 2024
Snorkel Team
Learn more about Productionizing GenAI for Healthcare with AI Data Development
Insurance’s GenAI revolution: a business perspective
Blog
Insurance’s GenAI revolution: a business perspective

Snorkel CEO Alex Ratner talks with QBE Ventures’ Alex Taylor about the future of AI, LLMs and multimodal models in the insurance industry.

Feb 06, 2024
Learn more about Insurance’s GenAI revolution: a business perspective
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