Hugging Face's logo

karths
/
binary_classification_train_reli

Text Classification
Transformers
Safetensors
roberta
text-embeddings-inference
Model card Files
xet
Community
binary_classification_train_reli
File size: 2,221 Bytes 
2a2eed8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4031664729118347,
        "eval_precision": 0.7862068965517242,
        "eval_recall": 0.8603773584905661,
        "eval_acc": 0.8238434163701067,
        "eval_mcc": 0.6508999159045723,
        "eval_f1": 0.8216216216216217,
        "eval_auc": 0.9032844164919637,
        "eval_runtime": 6.4501,
        "eval_samples_per_second": 87.131,
        "eval_steps_per_second": 1.395,
        "epoch": 4.93
    },
    "1": {
        "eval_loss": 0.4558572471141815,
        "eval_precision": 0.7223796033994334,
        "eval_recall": 0.9622641509433962,
        "eval_acc": 0.8078291814946619,
        "eval_mcc": 0.6530739352404621,
        "eval_f1": 0.8252427184466019,
        "eval_auc": 0.9403913347309574,
        "eval_runtime": 5.8573,
        "eval_samples_per_second": 95.949,
        "eval_steps_per_second": 1.537,
        "epoch": 4.93
    },
    "2": {
        "eval_loss": 0.19083638489246368,
        "eval_precision": 0.8851351351351351,
        "eval_recall": 0.9886792452830189,
        "eval_acc": 0.9341637010676157,
        "eval_mcc": 0.8740290182829216,
        "eval_f1": 0.9340463458110516,
        "eval_auc": 0.9897338161489104,
        "eval_runtime": 5.7436,
        "eval_samples_per_second": 97.848,
        "eval_steps_per_second": 1.567,
        "epoch": 4.93
    },
    "3": {
        "eval_loss": 0.1476561725139618,
        "eval_precision": 0.9288256227758007,
        "eval_recall": 0.9849056603773585,
        "eval_acc": 0.9572953736654805,
        "eval_mcc": 0.9160769626298614,
        "eval_f1": 0.9560439560439561,
        "eval_auc": 0.9957690108633506,
        "eval_runtime": 5.6639,
        "eval_samples_per_second": 99.226,
        "eval_steps_per_second": 1.589,
        "epoch": 4.93
    },
    "4": {
        "eval_loss": 0.06806884706020355,
        "eval_precision": 0.9885496183206107,
        "eval_recall": 0.9773584905660377,
        "eval_acc": 0.983957219251337,
        "eval_mcc": 0.9678528372221528,
        "eval_f1": 0.98292220113852,
        "eval_auc": 0.9970550739418664,
        "eval_runtime": 6.8101,
        "eval_samples_per_second": 82.378,
        "eval_steps_per_second": 1.322,
        "epoch": 4.93
    }
}