File size: 809 Bytes
fa7d01b
 
 
 
 
 
 
d80cdc5
 
fa7d01b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
31
32
bicleaner_ai_version: 2.1.1
precision_score: 0.868
recall_score: 0.928
f1_score: 0.897
matthews_corr_coef: 0.885
source_lang: en
target_lang: ja
porn_removal_file: porn_removal.ftz
porn_removal_side: sl
source_lm: model.en-ja.en
target_lm: model.en-ja.ja
lm_type: CHARACTER
clean_mean_perp: -1.5276940264259589
clean_stddev_perp: 0.3289207927507248
noisy_mean_perp: -5.160402548569601
noisy_stddev_perp: 0.23220218648333554
classifier_type: xlmr
classifier_settings:
    activation: relu
    base_model: jplu/tf-xlm-roberta-base
    batch_size: 96
    calibration_params: [1.50446784, -0.24766737]
    epochs: 15
    loss: binary_crossentropy
    maxlen: 150
    model_name: bitextor/bicleaner-ai-full-en-ja
    n_classes: 2
    n_hidden: 2048
    patience: 3
    steps_per_epoch: 2000
    warmup_steps: 1000