Snowflake AI Research

Conducting open, foundational research to advance the field of AI and make enterprise AI easy, efficient, and trusted.

Read Our Latest Blogs and Publications

77 Results

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Data Engineering

Core Platform

Conquer Complex Updates: Mastering SQL Server's UPDATE FROM in Your Snowflake Migration

Core Platform

Unlock the Power of Sampling in Your Snowflake Data Warehouse Migration

Gen AI

Evaluating Multimodal vs. Text-Based Retrieval for RAG with Snowflake Cortex

Core Platform

Meet the SnowConvert Migration Assistant: Your Key to Faster, AI-Powered Data Warehouse Modernization

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79 Results

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LLM Evaluation

GEval: Tool for Debugging NLP Datasets and Models

LLM Evaluation

Named Entity Recognition - Is there a glass ceiling?

LLM Evaluation

From Dataset Recycling to Multi-Property Extraction and Beyond

Embedding

Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines

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Featured Research

Snowflake Arctic LLM

Apache 2.0 license model with top benchmarks in complex enterprise workloads such as SQL and code generation, instruction following and more

Snowflake Arctic training capabilities diagram

Snowflake Arctic inference capabilities diagram

Explore our projects and contributions

Snowflake Arctic modelsAccess Snowflake Arctic LLM and Embed models from Hugging Face

LLM Optimization LibrariesAccess repository of software you can use to optimize inference and fine-tuning of LLMs