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Tutorials

Step-by-step guides for GPU workloads and platform features.

Topics

Jupyter Notebooks

Deploy and run Jupyter Notebooks on GPU virtual machines.

Docker

Use Docker containers on Hyperstack virtual machines.

Ollama

Run open-source LLMs on a GPU virtual machine with a REST API and OpenAI-compatible endpoint.

Open WebUI

Add a browser-based chat interface to an Ollama model running on a GPU virtual machine.

vLLM

Serve open-source LLMs behind an OpenAI-compatible API on a single GPU virtual machine.

Multi-GPU vLLM

Serve a large model across multiple GPUs on one virtual machine with vLLM tensor parallelism.

LLM on Kubernetes

Serve a large language model across a multi-node Kubernetes cluster with vLLM.

Fine-Tuning LLMs with Unsloth

Fine-tune Qwen3-8B with QLoRA on a GPU virtual machine using Unsloth.

Ephemeral Drive Mounting

Customize ephemeral drive mounting behavior using cloud-init.