bicleaner-ai-full-en-ro / metadata.yaml
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Full models v2.0
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bicleaner_ai_version: 2.1.0
precision_score: 0.910
recall_score: 0.946
f1_score: 0.928
matthews_corr_coef: 0.920
source_lang: en
target_lang: ro
porn_removal_file: porn_removal.ftz
porn_removal_side: sl
source_lm: lm.en
target_lm: lm.ro
lm_type: CHARACTER
clean_mean_perp: -1.0125015966295454
clean_stddev_perp: 0.17836523296245493
noisy_mean_perp: -4.093949213827901
noisy_stddev_perp: 0.16963575099303102
classifier_type: xlmr
classifier_settings:
activation: relu
base_model: jplu/tf-xlm-roberta-base
batch_size: 96
calibration_params: [8.27233601, -3.40276694]
epochs: 15
loss: binary_crossentropy
maxlen: 150
model_name: bitextor/bicleaner-ai-full-en-ro
n_classes: 2
n_hidden: 2048
patience: 3
steps_per_epoch: 3000
warmup_steps: 1000