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ao9000/phi2-cda-gender

sourceHugging Facemitupdated 2y agoView on Hugging Face

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Lora finetuning on Wikipedia-10, applying counter factual data augmentation (CDA)

—Dataset: Wikipedia-10
—Target modules = ["qproj", "kproj", "v_proj", "dense", "fc1", "fc2"]

{
    "epoch": 0.060952845355012227,
    "total_flos": 1.04520375926784e+18,
    "train_loss": 0.5059917987585068,
    "train_runtime": 72742.6851,
    "train_samples": 1049992,
    "train_samples_per_second": 0.88,
    "train_steps_per_second": 0.027
}

Lora finetuning on Wikipedia-10, applying counter factual data augmentation (CDA)

Training script: https://github.com/ao9000/bias-bench/blob/main/experiments/run_clm.py