Hugging Face's logo

emo-nlp
/
7-emo

Text Classification
Transformers
PyTorch
roberta
Generated from Trainer
Inference Endpoints
Model card Files Community
1
7-emo
File size: 1,290 Bytes 
e3f67a1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
    "epoch": 3.0,
    "eval_accuracy": 0.7617346477344669,
    "eval_b_acc": 0.6394282040393414,
    "eval_f1": 0.7601905030141421,
    "eval_f1_anger": 0.6486744685932649,
    "eval_f1_disgust": 0.46027397260273967,
    "eval_f1_fear": 0.6674786845310596,
    "eval_f1_joy": 0.7546596434359805,
    "eval_f1_neutral": 0.8473718729504358,
    "eval_f1_sadness": 0.6911328926373376,
    "eval_f1_surprise": 0.47321954090641555,
    "eval_loss": 0.6647528409957886,
    "eval_prec": 0.7595317468114701,
    "eval_prec_anger": 0.6466666666666666,
    "eval_prec_disgust": 0.47102803738317756,
    "eval_prec_fear": 0.6963151207115629,
    "eval_prec_joy": 0.7315396700706991,
    "eval_prec_neutral": 0.8457078735739667,
    "eval_prec_sadness": 0.7094057089377632,
    "eval_prec_surprise": 0.5227568270481144,
    "eval_recall": 0.7617346477344669,
    "eval_recall_anger": 0.6506947771921419,
    "eval_recall_disgust": 0.45,
    "eval_recall_fear": 0.6409356725146199,
    "eval_recall_joy": 0.7792887029288703,
    "eval_recall_neutral": 0.8490424333458505,
    "eval_recall_sadness": 0.6737777777777778,
    "eval_recall_surprise": 0.432258064516129,
    "eval_runtime": 14.5728,
    "eval_samples": 22114,
    "eval_samples_per_second": 1517.489,
    "eval_steps_per_second": 11.871
}