bicleaner-ai-full-en-sw / metadata.yaml
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bicleaner_ai_version: 2.1.1
precision_score: 0.661
recall_score: 0.670
f1_score: 0.665
matthews_corr_coef: 0.627
source_lang: en
target_lang: sw
porn_removal_file: porn_removal.ftz
porn_removal_side: sl
source_lm: model.en-sw.en
target_lm: model.en-sw.sw
lm_type: CHARACTER
clean_mean_perp: -1.119719333432533
clean_stddev_perp: 0.2402385399792362
noisy_mean_perp: -3.8390587883405036
noisy_stddev_perp: 0.1703423694873938
classifier_type: xlmr
classifier_settings:
activation: relu
base_model: jplu/tf-xlm-roberta-base
batch_size: 96
calibration_params: [1.58723056, -0.24535489]
epochs: 15
loss: binary_crossentropy
maxlen: 150
model_name: bitextor/bicleaner-ai-full-en-sw
n_classes: 2
n_hidden: 2048
patience: 3
steps_per_epoch: 2000
warmup_steps: 1000