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bicleaner_ai_version: 2.0 |
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precision_score: 0.883 |
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recall_score: 0.924 |
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f1_score: 0.903 |
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matthews_corr_coef: 0.892 |
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source_lang: en |
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target_lang: bg |
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porn_removal_file: porn_removal.ftz |
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porn_removal_side: sl |
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source_lm: lm.en |
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target_lm: lm.bg |
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lm_type: CHARACTER |
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clean_mean_perp: -1.0690557224938897 |
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clean_stddev_perp: 0.19935068944513884 |
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noisy_mean_perp: -4.214147563787269 |
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noisy_stddev_perp: 0.20834659498675456 |
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classifier_type: xlmr |
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classifier_settings: |
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activation: relu |
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base_model: jplu/tf-xlm-roberta-base |
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batch_size: 96 |
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calibration_params: [2.12849140, -0.42519179] |
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epochs: 15 |
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loss: binary_crossentropy |
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maxlen: 150 |
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model_name: bitextor/bicleaner-ai-full-en-bg |
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n_classes: 2 |
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n_hidden: 2048 |
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patience: 3 |
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steps_per_epoch: 3000 |
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warmup_steps: 1000 |
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|