arctic-platform 0.1.1.dev0

Snowflake LLM training library w/ RL

ArcticPlatform: Simplifying and Accelerating Post-Training for LLMs

ArcticPlatform is a framework designed to simplify and accelerate the post-training process for large language models (LLMs). It addresses challenges in current frameworks, such as limited support for rapid prototyping and the lack of native data generation tools, by offering modular trainer designs, simplified code structures, and integrated pipelines for creating and cleaning synthetic data. These features enable users to enhance LLM capabilities, like code generation and complex reasoning, with greater efficiency and flexibility. Read more about ArcticPlatform in our blog.

This is a work in progress, starting with the RL components, later integrating more training and inference components.

Quickstart

To get started training a model with ArcticPlatform, follow the steps below:

1. Install the ArcticPlatform package and its dependencies:

pip install arctic-platform