Hugging Face's logo

imvladikon
/
t5-english-ner

Token Classification
Transformers
PyTorch
t5
Generated from Trainer
custom_code
Model card Files Community
1
t5-english-ner
File size: 2,487 Bytes 
f6b8a39
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
68
69
70
71
 
{
    "train_loss": 0.14113017916679382,
    "train_COMMERCIAL_ITEM_precision": 0.0,
    "train_COMMERCIAL_ITEM_recall": 0.0,
    "train_COMMERCIAL_ITEM_f1": 0.0,
    "train_COMMERCIAL_ITEM_number": 7,
    "train_DATE_precision": 0.9620786516853933,
    "train_DATE_recall": 0.9771754636233951,
    "train_DATE_f1": 0.9695682944090589,
    "train_DATE_number": 701,
    "train_EVENT_precision": 0.0,
    "train_EVENT_recall": 0.0,
    "train_EVENT_f1": 0.0,
    "train_EVENT_number": 22,
    "train_LOCATION_precision": 0.8862461220268872,
    "train_LOCATION_recall": 0.8917793964620188,
    "train_LOCATION_f1": 0.8890041493775933,
    "train_LOCATION_number": 961,
    "train_ORGANIZATION_precision": 0.9199203187250996,
    "train_ORGANIZATION_recall": 0.9355753646677472,
    "train_ORGANIZATION_f1": 0.9276817999196465,
    "train_ORGANIZATION_number": 2468,
    "train_OTHER_precision": 0.5351598173515981,
    "train_OTHER_recall": 0.541089566020314,
    "train_OTHER_f1": 0.5381083562901744,
    "train_OTHER_number": 1083,
    "train_PERSON_precision": 0.8979591836734694,
    "train_PERSON_recall": 0.9413388543823327,
    "train_PERSON_f1": 0.9191374663072777,
    "train_PERSON_number": 1449,
    "train_QUANTITY_precision": 0.8873873873873874,
    "train_QUANTITY_recall": 0.9231490159325211,
    "train_QUANTITY_f1": 0.9049150206706478,
    "train_QUANTITY_number": 1067,
    "train_TITLE_precision": 0.22058823529411764,
    "train_TITLE_recall": 0.17045454545454544,
    "train_TITLE_f1": 0.19230769230769232,
    "train_TITLE_number": 264,
    "train_overall_precision": 0.8415670814340274,
    "train_overall_recall": 0.8515332834704562,
    "train_overall_f1": 0.8465208501146292,
    "train_overall_accuracy": 0.9713395552737148,
    "train_runtime": 701.7841,
    "train_samples_per_second": 2.018,
    "train_steps_per_second": 1.009,
    "model_name": "t5-large",
    "dataset_name": "imvladikon/ner_news_small",
    "split_instructions": "80:10:10",
    "device": "cpu",
    "label2id": {
        "O": 0,
        "B-PERSON": 1,
        "I-PERSON": 2,
        "B-ORGANIZATION": 3,
        "I-ORGANIZATION": 4,
        "B-LOCATION": 5,
        "I-LOCATION": 6,
        "B-TITLE": 7,
        "I-TITLE": 8,
        "B-EVENT": 9,
        "I-EVENT": 10,
        "B-QUANTITY": 11,
        "I-QUANTITY": 12,
        "B-DATE": 13,
        "I-DATE": 14,
        "B-COMMERCIAL_ITEM": 15,
        "I-COMMERCIAL_ITEM": 16,
        "B-OTHER": 17,
        "I-OTHER": 18
    }
}