bicleaner-ai-full-en-nn / metadata.yaml
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Full models v2.0
aa0913b
bicleaner_ai_version: 2.1.0
precision_score: 0.893
recall_score: 0.932
f1_score: 0.912
matthews_corr_coef: 0.902
source_lang: en
target_lang: nn
porn_removal_file: porn_removal.ftz
porn_removal_side: sl
source_lm: lm.en
target_lm: lm.nn
lm_type: CHARACTER
clean_mean_perp: -1.0238605327728878
clean_stddev_perp: 0.1921249963473905
noisy_mean_perp: -4.091355423814463
noisy_stddev_perp: 0.17726700570602547
classifier_type: xlmr
classifier_settings:
activation: relu
base_model: jplu/tf-xlm-roberta-base
batch_size: 96
calibration_params: [8.52630234, -3.29341507]
epochs: 15
loss: binary_crossentropy
maxlen: 150
model_name: bitextor/bicleaner-ai-full-en-nn
n_classes: 2
n_hidden: 2048
patience: 3
steps_per_epoch: 3000
warmup_steps: 1000