Hugging Face's logo

karths
/
binary_classification_train_infrastructure

Text Classification
Transformers
Safetensors
roberta
text-embeddings-inference
Model card Files
xet
Community
binary_classification_train_infrastructure
File size: 2,228 Bytes 
624dc64
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
67
 
{
    "0": {
        "eval_loss": 0.5355825424194336,
        "eval_precision": 0.8071514664523906,
        "eval_recall": 0.8299938029332783,
        "eval_acc": 0.8197351127287433,
        "eval_mcc": 0.6397657383445139,
        "eval_f1": 0.8184132803747837,
        "eval_auc": 0.8944352386075212,
        "eval_runtime": 57.1313,
        "eval_samples_per_second": 173.128,
        "eval_steps_per_second": 2.713,
        "epoch": 5.0
    },
    "1": {
        "eval_loss": 0.23044656217098236,
        "eval_precision": 0.9200890147683592,
        "eval_recall": 0.9394753150175583,
        "eval_acc": 0.9304418157921343,
        "eval_mcc": 0.8610653101668877,
        "eval_f1": 0.9296811120196239,
        "eval_auc": 0.9787842295900733,
        "eval_runtime": 57.432,
        "eval_samples_per_second": 172.221,
        "eval_steps_per_second": 2.699,
        "epoch": 5.0
    },
    "2": {
        "eval_loss": 0.06663916260004044,
        "eval_precision": 0.9790080263428689,
        "eval_recall": 0.9826482131790952,
        "eval_acc": 0.981195025781013,
        "eval_mcc": 0.9623825256052116,
        "eval_f1": 0.9808247422680412,
        "eval_auc": 0.9977456993788617,
        "eval_runtime": 48.9974,
        "eval_samples_per_second": 201.868,
        "eval_steps_per_second": 3.163,
        "epoch": 5.0
    },
    "3": {
        "eval_loss": 0.02976991981267929,
        "eval_precision": 0.9913276894486889,
        "eval_recall": 0.9917372443709978,
        "eval_acc": 0.9917096350217369,
        "eval_mcc": 0.9834120858983001,
        "eval_f1": 0.9915324246179266,
        "eval_auc": 0.9996454582454734,
        "eval_runtime": 49.5752,
        "eval_samples_per_second": 199.515,
        "eval_steps_per_second": 3.127,
        "epoch": 5.0
    },
    "4": {
        "eval_loss": 0.02025197632610798,
        "eval_precision": 0.9956557716177079,
        "eval_recall": 0.9944214876033057,
        "eval_acc": 0.9951466127401416,
        "eval_mcc": 0.9902893264049639,
        "eval_f1": 0.9950382468472193,
        "eval_auc": 0.9996905122330415,
        "eval_runtime": 51.1558,
        "eval_samples_per_second": 193.331,
        "eval_steps_per_second": 3.03,
        "epoch": 5.0
    }
}