Hugging Face's logo

apwic
/
nerugm-seq_bn-rf16-3

Indonesian
Generated from Trainer
Model card Files Community
nerugm-seq_bn-rf16-3
File size: 2,711 Bytes 
fc0b73c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
 
{
    "epoch": 100.0,
    "eval_LOCATION_f1": 0.7974683544303797,
    "eval_LOCATION_number": 71,
    "eval_LOCATION_precision": 0.7241379310344828,
    "eval_LOCATION_recall": 0.8873239436619719,
    "eval_ORGANIZATION_f1": 0.6928104575163399,
    "eval_ORGANIZATION_number": 65,
    "eval_ORGANIZATION_precision": 0.6022727272727273,
    "eval_ORGANIZATION_recall": 0.8153846153846154,
    "eval_PERSON_f1": 0.8745980707395499,
    "eval_PERSON_number": 150,
    "eval_PERSON_precision": 0.84472049689441,
    "eval_PERSON_recall": 0.9066666666666666,
    "eval_QUANTITY_f1": 0.7837837837837839,
    "eval_QUANTITY_number": 33,
    "eval_QUANTITY_precision": 0.7073170731707317,
    "eval_QUANTITY_recall": 0.8787878787878788,
    "eval_TIME_f1": 0.888888888888889,
    "eval_TIME_number": 28,
    "eval_TIME_precision": 0.9230769230769231,
    "eval_TIME_recall": 0.8571428571428571,
    "eval_loss": 0.17283295094966888,
    "eval_overall_accuracy": 0.9580504364694471,
    "eval_overall_f1": 0.8133333333333335,
    "eval_overall_precision": 0.7568238213399504,
    "eval_overall_recall": 0.8789625360230547,
    "eval_runtime": 0.3454,
    "eval_samples": 187,
    "eval_samples_per_second": 541.422,
    "eval_steps_per_second": 8.686,
    "predict_LOCATION_f1": 0.8376470588235294,
    "predict_LOCATION_number": 207,
    "predict_LOCATION_precision": 0.8165137614678899,
    "predict_LOCATION_recall": 0.8599033816425121,
    "predict_ORGANIZATION_f1": 0.621700879765396,
    "predict_ORGANIZATION_number": 150,
    "predict_ORGANIZATION_precision": 0.5549738219895288,
    "predict_ORGANIZATION_recall": 0.7066666666666667,
    "predict_PERSON_f1": 0.897226753670473,
    "predict_PERSON_number": 295,
    "predict_PERSON_precision": 0.8647798742138365,
    "predict_PERSON_recall": 0.9322033898305084,
    "predict_QUANTITY_f1": 0.7351351351351352,
    "predict_QUANTITY_number": 85,
    "predict_QUANTITY_precision": 0.68,
    "predict_QUANTITY_recall": 0.8,
    "predict_TIME_f1": 0.8143712574850299,
    "predict_TIME_number": 81,
    "predict_TIME_precision": 0.7906976744186046,
    "predict_TIME_recall": 0.8395061728395061,
    "predict_loss": 0.14163386821746826,
    "predict_overall_accuracy": 0.9612493899463153,
    "predict_overall_f1": 0.8030040439052571,
    "predict_overall_precision": 0.7612267250821467,
    "predict_overall_recall": 0.8496332518337408,
    "predict_runtime": 0.695,
    "predict_samples_per_second": 673.402,
    "predict_steps_per_second": 11.511,
    "total_flos": 4639858441347408.0,
    "train_loss": 0.08816910017211482,
    "train_runtime": 595.5845,
    "train_samples": 1688,
    "train_samples_per_second": 283.419,
    "train_steps_per_second": 17.798
}