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

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Massive LLM Inference Stack

Optimize inference of large models such Llama 3.1 405B with our open source stack

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Massive LLM Fine-Tuning Stack

Optimizations for limited resource fine-tuning of massive LLMs like Llama 3.1 405B

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Snowflake Arctic LLM

Learn more about the open source LLM that delivers top-tier benchmarks for enterprise tasks

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Optimize enterprise retrieval

See how Arctic Embed v1.5 continues to push boundaries of performance without growing in size

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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

Graph showing efficiency of training capabilities of Snowflake Arctic

Snowflake Arctic inference capabilities diagram

Graph showing inference capabilities of Snowflake Arctic

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