bicleaner-ai-full-es-de / metadata.yaml
ZJaume's picture
Full models v2.0
89add69
bicleaner_ai_version: 2.1.1
precision_score: 0.855
recall_score: 0.944
f1_score: 0.897
matthews_corr_coef: 0.886
source_lang: es
target_lang: de
source_lm: model.es-de.es
target_lm: model.es-de.de
lm_type: CHARACTER
clean_mean_perp: -1.0053406724184482
clean_stddev_perp: 0.16846611775236867
noisy_mean_perp: -4.061811291902795
noisy_stddev_perp: 0.14427543598081158
classifier_type: xlmr
classifier_settings:
activation: relu
base_model: jplu/tf-xlm-roberta-base
batch_size: 96
calibration_params: [8.46914959, -3.50302720]
epochs: 15
loss: binary_crossentropy
maxlen: 150
model_name: bitextor/bicleaner-ai-full-es-de
n_classes: 2
n_hidden: 2048
patience: 3
steps_per_epoch: 2000
warmup_steps: 1000