This guide walks you through deploying the open-source OpenChat model on a GPU-powered Docker container using Runpod. It covers setup, deployment, and optimization tips to run a fast, self-hosted ChatGPT-like experience without external APIs.

What are the steps to deploy the StarCoder2 code-generation model as a REST API on a cloud GPU server?

How can I rapidly train any AI model using PyTorch 2.1 and CUDA 11.8?

This article compares RunPod and Hyperstack as cloud GPU platforms for fine-tuning AI models. It highlights why RunPod’s broader GPU options, faster startup, and flexible billing make it better suited for agile, cost-efficient fine-tuning workflows.