# Instruction for downloading data from the sft-data repository.

First, you would want to log in and access the huggingface data through using 

```py
from huggingface_hub import login
login()
```

Then, you could either download the zip file of the all the sft data folders, which would look like

```py
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="LEVI-Project/sft-data", filename="sft-data.zip")
```

Notice that the `sft-data.zip` file above has the following structure:

```
sft-data
├── README.md            # This README file.
├── alf                  # Folder for ALFWORLD.
│   ├── alfworld.json    # The JSON file for ALFWORLD.
│   └── alf_data_folder  # Folder for the ALFWORLD environment.
│       ├── alf_image_id_0  # Folder 0 for ALFWORLD image data.
│       ├── alf_image_id_1  # Folder 1 for ALFWORLD image data.
│       ├── alf_image_id_2  # Folder 2 for ALFWORLD image data.
│       ├── alf_image_id_3  # Folder 3 for ALFWORLD image data.
│       └── alf_image_id_4  # Folder 4 for ALFWORLD image data.
├── blackjack            # Folder for blackjack environment in the `gym_cards`.
│   ├── blackjack_data_folder  # Folder for blackjack image data.
│   └── blackjack.json         # The JSON file for blackjack.
├── ezpoints             # Folder for ezpoints environment in the `gym_cards`.
│   ├── ezpoints_data_folder  # Folder for ezpoints image data.
│   └── ezpoints.json         # The JSON file for ezpoints.
├── points24             # Folder for points24 environment in the `gym_cards`.
│   ├── points24_data_folder  # Folder for points24 image data.
│   └── points24.json         # The JSON file for points24.
└── numberline           # Folder for numberline environment in the `gym_cards`.
    ├── numberline_data_folder  # Folder for numberline image data.
    └── numberline.json         # The JSON file for numberline.
```


Also, you could choose to download the files for any environment out of the five ones. For example, you should be using the following code for downloading data from blackjack.

```py
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="LEVI-Project/sft-data", filename="blackjack.zip") # zip folder for image data folder
hf_hub_download(repo_id="LEVI-Project/sft-data", filename="blackjack.json") # JSON file 
```

For ALFWORLD, notice that the zip file for the image data folder is `alf_data_folder.zip`.