Notebook Templates

Notebooks are a web-based Jupyter IDE with shared persistent storage for long-term development and inter-notebook collaboration, backed by accelerated compute.


Templates are pre-configured notebooks used for machine learning (ML) libraries and repositories. Using templates, you can setup notebook environments that allow you to specify:

Default Template Details

To explore a particular template, expand the Advanced Options section while creating a notebook.

Advanced options

The Workspace URL controls which files load into the notebook file manager, and the Container Name controls which container image is used to build the notebook.

List of Base Templates

Paperspace maintains a number of templates that act as tiles when creating a new notebook. These templates assist in working with pre-loaded notebook files and dependencies.

Here is a list of recommended templates that Paperspace maintains:

Name Description Container Name Container Registry Workspace URL
PyTorch 1.12 PyTorch release (1.12) with GPU support. paperspace/gradient-base:pt112-tf29-jax0314-py39-20220803 DockerHub https://github.com/gradient-ai/PyTorch
TensorFlow 2.9.1 TensorFlow 2 with GPU support. paperspace/gradient-base:pt112-tf29-jax0314-py39-20220803 DockerHub https://github.com/gradient-ai/TensorFlow
Paperspace + Fast.ai Fast.ai Paperspace’s Fast.ai template is built for getting up and running with the enormously popular Fast.ai online MOOC. paperspace/fastai:2.0-fastbook-2022-06-29 DockerHub https://github.com/fastai/fastbook.git
NVIDIA RAPIDS NVIDIA’s library to execute end-to-end data science and analytics pipelines on GPU. rapidsai/rapidsai:22.06-cuda11.0-runtime-ubuntu18.04-py3.8 NVIDIA https://github.com/gradient-ai/RAPIDS.git
DALL-E Mini An impressive image generation model that runs on JAX. paperspace/gradient-base:pt112-tf29-jax0314-py39-20220803 DockerHub https://github.com/huggingface/transformers.git
Stable Diffusion An impressive text-to-image generation model. paperspace/gradient-base:pt112-tf29-jax0314-py39-20220803 DockerHub https://github.com/gradient-ai/stable-diffusion
Start from Scratch Include libraries from machine learning from the PyTorch, TensorFlow and JAX communities. paperspace/gradient-base:tf29-pt112-py39-2022-06-29 DockerHub N/A
Hugging Face Transformers + NLP A state-of-the-art NLP library from Hugging Face paperspace/gradient-base:pt112-tf29-jax0314-py39-20220803 DockerHub https://github.com/huggingface/transformers.git
ClipIt-PixelDraw A creative library for generating pixel art from plain text prompts. paperspace/clip-pixeldraw:jupyter DockerHub https://github.com/gradient-ai/ClipIt-PixelDraw

Previous Template Versions

Here is a list of previous template versions which you can run by copying the desired template’s values for Container Name and Workspace URL and then pasting these values in the Advanced Options section when creating a notebook.

Note
Templates are frequently added and updated.
Name Description Container Name Container Registry Workspace URL
Python 3.9 Python 3.9 with GPU support. paperspace/python-runtime:py39-2022-07-06 DockerHub N/A
PyTorch 1.11 Latest PyTorch release (1.8) with GPU support. paperspace/nb-pytorch:22.02-py3 DockerHub https://github.com/gradient-ai/PyTorch
TensorFlow 2.7.0 TensorFlow 2 with GPU support. paperspace/nb-tensorflow:22.02-tf2-py3 DockerHub https://github.com/gradient-ai/TensorFlow
Paperspace + Fast.ai Fast.ai Paperspace’s Fast.ai template is built for getting up and running with the enormously popular Fast.ai online MOOC. paperspace/fastai:2.0-fastbook-2022-05-09-rc3 GitHub https://github.com/fastai/fastbook.git
Hugging Face Transformers A state-of-the-art NLP library from Hugging Face paperspace/nb-transformers:4.17.0 DockerHub https://github.com/huggingface/transformers.git
Analytics Vidhya CV Analytics Vidhya container jalfaizy/cv_docker:latest GitHub N/A
TensorFlow (1.14 GPU) Official docker images for TensorFlow version 1 paperspace/dl-containers:tensorflow1140-py36-cu100-cdnn7-jupyter DockerHub N/A
JupyterLab Data Science Stack Jupyter Notebook Data Science Stack jupyter/datascience-notebook DockerHub N/A
JupyterLab Data R Stack Jupyter Notebook R Stack jupyter/r-notebook DockerHub https://github.com/gradient-ai/R.git