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cdf485e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | # Data Directory
This directory holds the preference datasets used by PreferenceLab.
On first run, if these files are absent, the environment falls back to
built-in synthetic examples (defined in `server/environment.py`).
## File Format
### pairwise_data.json
```json
[
{
"prompt": "...",
"response_a": "...",
"response_b": "...",
"gold_label": "A",
"source": "hh-rlhf"
}
]
```
### likert_data.json
```json
[
{
"prompt": "...",
"response": "...",
"rubric": "...",
"gold_scores": {
"helpfulness": 4,
"honesty": 5,
"harmlessness": 5,
"instruction_following": 4
},
"source": "ultrafeedback"
}
]
```
### consistency_data.json
```json
[
{
"prompt": "...",
"response_a": "...",
"response_b": "...",
"response_c": "...",
"response_d": "...",
"gold_ranking": ["C", "A", "B", "D"],
"source": "stanford-shp"
}
]
```
## Loading Real Datasets
Run `python scripts/prepare_datasets.py` to download and convert
HH-RLHF, UltraFeedback, and Stanford SHP into these formats.
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