# 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 3 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/llava-data", filename="blackjack.zip") # zip folder for image data folder
hf_hub_download(repo_id="LEVI-Project/llava-data", filename="blackjack.json") # JSON file 
```

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