brevdev/launchables

What it solves

Brev Launchables eliminate the time-consuming setup and configuration typically required to start AI/ML projects. They provide preconfigured, fully optimized software environments that are ready to run immediately on the necessary hardware.

How it works

Each Launchable is a notebook paired with the specific GPU requirements needed to run it. Users can deploy these environments with a single click, which automatically provisions the required compute resources and sets up the software stack, allowing developers to begin working on tasks like model training or inference without manual installation.

Who it’s for

This project is for developers and researchers working with LLMs, multi-modal models, and computer vision who want to bypass infrastructure management to focus on model development and experimentation.

Highlights

• One-click deployment to NVIDIA-backed GPU environments.
• Pre-optimized notebooks for popular tasks including LLM fine-tuning, inference, and image generation.
• Clear hardware requirements specified for every notebook to ensure successful execution.
• Support for diverse frameworks like NVIDIA NeMo, TensorRT-LLM, and Stable Diffusion.