File size: 735 Bytes
41a8259
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
bicleaner_ai_version: 2.1.0
precision_score: 0.785
recall_score: 0.766
f1_score: 0.775
matthews_corr_coef: 0.750
source_lang: es
target_lang: eu
source_lm: lm.es
target_lm: lm.eu
lm_type: CHARACTER
clean_mean_perp: -1.0763082064511704
clean_stddev_perp: 0.17505054011147284
noisy_mean_perp: -4.0259886919188475
noisy_stddev_perp: 0.20962930936612775
classifier_type: xlmr
classifier_settings:
    activation: relu
    base_model: jplu/tf-xlm-roberta-base
    batch_size: 96
    calibration_params: [7.62733364, -2.36215401]
    epochs: 15
    loss: binary_crossentropy
    maxlen: 150
    model_name: bitextor/bicleaner-ai-full-es-eu
    n_classes: 2
    n_hidden: 2048
    patience: 3
    steps_per_epoch: 3000
    warmup_steps: 1000