Deploying LLMs with Snowpark

Modern enterprises increasingly demand that LLMs be harnessed with proprietary data. Open source and proprietary models play pivotal roles in enabling this transition. However, the main challenge is finding a robust platform capable of effectively leveraging LLMs’ power. Snowflake empowers organizations to apply near-magical generative AI transformations to their data. By leveraging advanced LLM models within Snowflake, organizations can efficiently operate with large volumes of data, enabling generative AI use cases. In this section, we will discuss deploying LLM models within Snowpark Container Services.

In this walk-through, we’ll explore how to harness publicly accessible data to demonstrate the transformative capabilities of Snowflake’s ecosystem by deploying the Llama 2 LLM from the Hugging Face repository.

Note

Llama 2 by Meta, housed within Hugging Face’s library, epitomizes advanced natural language processing...