bicleaner-ai-full-es-gl / metadata.yaml
ZJaume's picture
Full models v2.0
ec927be
bicleaner_ai_version: 2.1.0
precision_score: 0.896
recall_score: 0.875
f1_score: 0.885
matthews_corr_coef: 0.873
source_lang: es
target_lang: gl
source_lm: lm.es
target_lm: lm.gl
lm_type: CHARACTER
clean_mean_perp: -1.020675320938617
clean_stddev_perp: 0.210471861855778
noisy_mean_perp: -4.010171687526585
noisy_stddev_perp: 0.20844542408078054
classifier_type: xlmr
classifier_settings:
activation: relu
base_model: jplu/tf-xlm-roberta-base
batch_size: 96
calibration_params: [1.32232809, -0.24650382]
epochs: 15
loss: binary_crossentropy
maxlen: 150
model_name: bitextor/bicleaner-ai-full-es-gl
n_classes: 2
n_hidden: 2048
patience: 3
steps_per_epoch: 3000
warmup_steps: 1000