SNOWFLAKE ARCTICCOOKBOOK

We believe in a thriving research community, and we are committed to sharing our insights as we build the Arctic family of models, to advance research and reduce the cost of LLM training and inference for everyone.

Before building Snowflake Arctic, members of the Snowflake AI Research team pioneered open source systems such as ZeRO and DeepSpeed, PagedAttention/vLLM, and LLM360.

Please enter at least 2 characters

Sort by:Newest - Oldest

23 Results

Pretraining – Modeling

Exploring Mixture of Experts (MoE)

Pretraining – System & Efficiency

Building an Efficient Training System for Arctic

Pretraining – Data

What data to use?

Coming Soon

Getting the Maximum from The Hardware

Coming Soon

Training Methodology

Coming Soon

Overview of Metrics

Coming Soon

LLM Metrics Are Like Sausages, It Is Better Not to See Them Being Made

Coming Soon

How to Use Snowflake Infrastructure Efficiently for Data Engineering for Foundation Models?

Previous

1

2

3

Next

Start your 30-DayFree Trial

Try Snowflake free for 30 days and experience the Data Cloud that helps eliminate the complexity, cost and constraints inherent with other solutions.