Edge Compute

Templates

Ready-to-run images for common AI workloads. Every template includes root SSH, JupyterLab and the same isolation — pick one, choose a GPU, and you're running.

⭐ Want a specific model ready to go? The model library pre-configures a template for you. Model library
Tags:
CUDA 12.8SSHJupyter Recommended

PyTorch

PyTorch 2.7 with CUDA 12.8, cuDNN 9, JupyterLab, Transformers and Accelerate. The default for training and research.

Image: edge-pytorch:2026.10
CUDA 12.8SSHJupyter Recommended

NVIDIA CUDA Dev

Full CUDA 12.8 toolkit with nvcc, cuDNN headers, CMake and compilers — for building kernels and native GPU code.

Image: edge-cuda:2026.10
CUDA 12.8SSHJupyterAPI Recommended

vLLM (OpenAI-compatible API)

High-throughput LLM serving. Loads any Hugging Face model and exposes an OpenAI-compatible API protected by your rental's API key.

Image: edge-vllm:2026.10 · exposes OpenAI-compatible API
Used by 8 models in the library
CUDA 12.8SSHJupyterAPI Recommended

Ollama

Run quantised open models with one command. Pulls the models you choose at start-up and serves the Ollama API.

Image: edge-ollama:2026.10 · exposes Ollama API
Used by 3 models in the library
CUDA 12.8SSHJupyterWeb UI Recommended

Open WebUI (Ollama)

A ChatGPT-style web interface on top of Ollama — chat, documents/RAG, and model switching in the browser.

Image: edge-openwebui:2026.10 · exposes Open WebUI
Used by 2 models in the library
CUDA 12.8SSHJupyterWeb UI Recommended

ComfyUI

Node-based image and video generation. Comes with ComfyUI-Manager; model files for the chosen model are downloaded at start-up.

Image: edge-comfyui:2026.10 · exposes ComfyUI
Used by 4 models in the library
CUDA 12.8SSHJupyterAPI Recommended

Whisper API

Speech-to-text with Whisper (PyTorch) behind an OpenAI-compatible /v1/audio/transcriptions endpoint.

Image: edge-whisper:2026.10 · exposes Transcription API
Used by 2 models in the library
CUDA 12.8SSHJupyter Recommended

Unsloth Fine-tuning

Fast, memory-efficient LoRA / QLoRA fine-tuning for Llama, Qwen, Gemma and more, driven from JupyterLab.

Image: edge-unsloth:2026.10