Snowflake AI Research

Arctic Inference combines Shift Parallelism, SwiftKV, fast speculative decoding, and optimized embedding inference to deliver state-of-the-art open-source AI performance.

Snowflake’s framework for optimizing large language models using scalable, enterprise-grade techniques like execution-based feedback, retrieval-augmented learning, and efficient fine-tuning.

Download Snowflake’s enterprise-ready OSS models and frameworks for state-of-the-art retrieval, inference, speculative decoding, and Text2SQL optimization.