Snowflake Unveils Arctic: A Game-Changing Open-Source AI for Enterprise

April 26, 2024
Snowflake Unveils Arctic: A Game-Changing Open-Source AI for Enterprise
  • Snowflake Inc. has launched a new large language model called Arctic, tailored for enterprise applications with capabilities in SQL and code generation.

  • Arctic uses a Dense-MoE Hybrid Transformer architecture, offering superior performance to other large language models while being more efficient in computing resource usage.

  • The company has made the model weights and training process public under an Apache 2.0 license, providing resources such as the 'Arctic Cookbook' for developers to create custom LLMs.

  • Snowflake's investment in Arctic amounted to three months of development, the use of 1,000 GPUs, and a $2 million budget, highlighting its commitment to competing in the AI space with rivals like Databricks.

  • Arctic is not only available for serverless inference through Snowflake Cortex but also on other platforms, with the Apache 2.0 license supporting integration into various AI-driven workflows.

  • Snowflake's CEO has positioned the release of Arctic as a step to advance open-source AI, responding to the growing enterprise need for customizable and efficient large language models.

Summary based on 12 sources


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Sources


Snowflake launches their own open-source LLM

Snowflake Arctic Sets a New Bar for Open Source, Enterprise-Grade LLMs

Database Trends and Applications • Apr 24, 2024

Snowflake Arctic Sets a New Bar for Open Source, Enterprise-Grade LLMs


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