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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Bloomberg’s Gideon Mann on the power of domain specialist LLMs
Blog
Bloomberg’s Gideon Mann on the power of domain specialist LLMs

Gideon Mann, head of ML Product and Research at Bloomberg LP, chatted with Snorkel CEO Alex Ratner about building BloombergGPT.

Oct 17, 2023
Learn more about Bloomberg’s Gideon Mann on the power of domain specialist LLMs
How to fine-tune GPT-3.5 Turbo in Snorkel Flow
Blog
How to fine-tune GPT-3.5 Turbo in Snorkel Flow

Snorkel Flow makes it easy to fine tune LLMs like GPT-3.5 Turbo to work better for specific domain and enterprise requirements.

Oct 13, 2023
Learn more about How to fine-tune GPT-3.5 Turbo in Snorkel Flow
Watch all Future of Data-Centric AI 2023 videos now!
Blog
Watch all Future of Data-Centric AI 2023 videos now!

Sessions at the Future of Data-Centric AI covered LLMs, gen AI, and more. All recordings are now publicly available. See them here!

Oct 12, 2023
Learn more about Watch all Future of Data-Centric AI 2023 videos now!
Standard LLMs are not enough. How to make them work for your business
Blog
Standard LLMs are not enough. How to make them work for your business

Most data science leaders expect to customize LLMS, but the process of making LLMs work for your business is still a fresh challenge.

Oct 06, 2023
Learn more about Standard LLMs are not enough. How to make them work for your business
How AI facilitates more fair and accurate credit scoring
Blog
How AI facilitates more fair and accurate credit scoring

Ai and ML offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management.

Oct 04, 2023
Learn more about How AI facilitates more fair and accurate credit scoring
Data labeling: a practical guide (2024)
Blog
Data labeling: a practical guide (2024)

Data labeling remains a core requirement for machine learning projects—especially in the age of genAI and LLMs. Here’s a handy guide.

Sep 29, 2023
Learn more about Data labeling: a practical guide (2024)
How AI is powering the next generation of trade surveillance
Blog
How AI is powering the next generation of trade surveillance

Regulators and compliance officers face a constantly evolving landscape of financial markets. Rule-based systems struggle where AI succeeds.

Sep 26, 2023
Learn more about How AI is powering the next generation of trade surveillance
How AI speeds patient classification and recruitment in clinical trials
Blog
How AI speeds patient classification and recruitment in clinical trials

The medical industry is exploding with data. Manually labeling data for clinical trials is a challenge. Fortunately, AI can help.

Sep 21, 2023
Learn more about How AI speeds patient classification and recruitment in clinical trials
Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
Blog
Which is better, retrieval augmentation (RAG) or fine-tuning? Both.

Professionals in the data science space often debate whether RAG or fine-tuning yields the better result. The answer is “both.”

Sep 20, 2023
Learn more about Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
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