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ShantanuT01/dactyl-modernbert-base-pretrained

sourceHugging Faceupdated 1y agoView on Hugging Face
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DACTYL Text Detector

Training Configuration

json
{
    "training_split": "training",
    "evaluation_split": "testing",
    "results_path": "bce-pretraining-modernbert.csv",
    "num_epochs": 5,
    "model_path": "answerdotai/ModernBERT-base",
    "tokenizer": "answerdotai/ModernBERT-base",
    "optimizer": "AdamW",
    "optimizer_type": "torch",
    "optimizer_args": {
        "lr": 2e-05,
        "weight_decay": 0.01
    },
    "loss_fn": "BCEWithLogitsLoss",
    "reset_classification_head": false,
    "loss_type": "torch",
    "loss_fn_args": {},
    "needs_loss_fn_as_parameter": false,
    "save_path": "ShantanuT01/dactyl-modernbert-base-pretrained",
    "training_args": {
        "batch_size": 64,
        "needs_sampler": false,
        "needs_index": false,
        "shuffle": true,
        "sampling_rate": null,
        "apply_sigmoid": false
    }
}

Results

modelAP ScoreAUC ScoreOPAUC ScoreTPAUC Score
DeepSeek-V30.9993850.9999670.9996660.996747
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-RedditWritingPrompts-testing0.8730780.9936270.9670280.681125
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-abstracts-testing0.9396160.994240.982740.842789
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-news-testing0.7137710.9866720.9385020.459902
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-reviews-testing0.5400080.9674170.8806430.0987242
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-student_essays-testing0.1704110.9091640.7456880
ShantanuT01/fine-tuned-Llama-3.2-1B-Instruct-apollo-mini-tweets-testing0.8755980.9926230.9631570.655177
claude-3-5-haiku-202410220.9874010.9983850.9913570.915794
claude-3-5-sonnet-202410220.9975660.9997810.9982510.982997
gemini-1.5-flash0.9835990.9979120.9890250.893064
gemini-1.5-pro0.9700130.9960880.9797660.802907
gpt-4o-2024-11-200.9845280.997710.9893270.896023
gpt-4o-mini0.999770.9999890.9998890.998921
llama-3.2-90b0.9702290.9946430.9806410.811787
llama-3.3-70b0.9911840.9986610.9941980.943534
mistral-large-latest0.9979420.9997120.9988010.988319
mistral-small-latest0.9979930.9992730.99880.988307
overall0.9956440.9967240.9874440.877631