| # 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 |
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| 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 |
|
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| ## 4. Dataset Usage |
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|
| 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") |
| ``` |
|
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| ## 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 |
|
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| ## 6. Dataset Information |
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| - **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 |
