Nosana Model Benchmarking

What is Nosana?

Nosana is a decentralized computing network designed to offer cloud services at a fraction of the cost, leveraging the Solana blockchain for secure, fast, and scalable computing resources. It enables developers to run CI/CD pipelines, perform compute-intensive tasks, and more, all within a decentralized ecosystem.

Purpose of This Project

This project aims to benchmark various AI models using the Nosana network, providing insights into performance, efficiency, and scalability. By leveraging a Docker container environment, we ensure consistency, reproducibility, and ease of deployment across the decentralized nodes of the Nosana network.

Models Benchmarked

Docker Container

The Docker container is built on an Ubuntu 22.04 base image with CUDA support, ensuring compatibility with GPU-accelerated tasks for AI model benchmarking. The container includes Python 3, pip, PyTorch, and the Hugging Face Transformers library, which are essential for running the models.# nosana-llm-benchmarking