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| 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). | |