---
title: Fastai2
emoji: 🦀
colorFrom: indigo
colorTo: green
sdk: gradio
sdk_version: 3.1.4
app_file: app.py
pinned: false
license: apache-2.0
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

# Train and download the model

Before generating and downloading the model, make sure to launch `git lfs install`.

The notebook that generated the model pickle file `model.pkl` is 
[here](https://www.kaggle.com/code/cfahed/saving-a-basic-fastai-model/edit).

# Setup a fully working Fastai environment on Mac

Install [Mamba](https://mamba.readthedocs.io/en/latest/installation.html) which is a faster Conda.
And both are preferred to _pip_ because _pip_ doesn't install GPU dependencies.

Then, run the following commands:

    mamba init
    mamba install -c fastchan fastai
    mamba install -c fastai nbdev
    mamba install jupyter
    pip install gradio

Finally, launch Jupyter with `jupyter notebook`.

The app is deployed [here](https://huggingface.co/spaces/choucrifahed/fastai2).