setup_instructions.md

# Hugging Face Dataset Upload Guide

## 1. Hugging Face Token Setup

### Method 1: Create Token on Web
1. Visit https://huggingface.co/settings/tokens
2. Click "New token"
3. Enter token name (e.g., "dataset-upload")
4. Select "Write" permission
5. Copy the token

### Method 2: Set Environment Variable
```bash
export HUGGINGFACE_HUB_TOKEN="your_token_here"
```

### Method 3: Use Login Command
```bash
python3 -c "from huggingface_hub import login; login()"
# Enter the token when prompted
```

## 2. Dataset Upload Methods

### Method A: Python Script (Recommended)
```bash
cd /Users/chan/ECB/hugging_face/dataset
python3 upload_to_huggingface.py seochan99 ecb-datasets
```

### Method B: Git Usage
```bash
cd /Users/chan/ECB/hugging_face/dataset
./upload_to_huggingface.sh seochan99 ecb-datasets
```

### Method C: Web Interface
1. Go to https://huggingface.co/new-dataset to create new dataset
2. "Add file" → "Upload files" to upload all files
3. Click "Commit changes"

## 3. Post-Upload Verification

1. **Dataset URL Check**: `https://huggingface.co/datasets/seochan99/ecb-datasets`
2. **File Structure Check**: Verify all folders and files are uploaded correctly
3. **README.md Check**: Ensure dataset description is displayed correctly

## 4. Dataset Usage

The uploaded dataset can be used as follows:

```python
from datasets import load_dataset

# Load specific dataset configurations
add_attribution = load_dataset("seochan99/ecb-datasets", "add_attribution")
country_swap = load_dataset("seochan99/ecb-datasets", "country_swap")
multi_loop_edits = load_dataset("seochan99/ecb-datasets", "multi_loop_edits")
```

## 5. Troubleshooting

### Token-related Errors
- Verify token is correct
- Ensure token has "Write" permission

### Upload Failures
- Check internet connection
- Verify file size limits (Hugging Face has 5GB limit per file)
- Check permissions

### Git-related Errors
- Ensure Git is installed
- Verify Hugging Face account is correct

## 6. Dataset Information

- **Dataset Name**: ECB Datasets: Cultural Bias Evaluation in Generative Image Models
- **Related Paper**: "Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models"
- **ECB Meaning**: Evaluation Cultural Bias
- **Models**: Flux, HiDream, NextStep, Qwen, SD35
- **Countries**: Korea, China, India, Kenya, Nigeria, United States