Hugging Face's logo

kevinscaria
/
IndicBERT-hi-ml

Text Classification
Transformers
PyTorch
roberta
Inference Endpoints
Model card Files Community
1
IndicBERT-hi-ml
File size: 1,686 Bytes 
17aa5f2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
72
73
 
{
  "best_metric": 0.6928467154502869,
  "best_model_checkpoint": "./indicBERTClassifier/checkpoint-2000",
  "epoch": 4.0,
  "global_step": 2000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.7427,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.6978471279144287,
      "eval_runtime": 15.9862,
      "eval_samples_per_second": 125.108,
      "eval_steps_per_second": 31.277,
      "step": 500
    },
    {
      "epoch": 2.0,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.7037,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.701702892780304,
      "eval_runtime": 20.3617,
      "eval_samples_per_second": 98.224,
      "eval_steps_per_second": 24.556,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.7023,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.698264479637146,
      "eval_runtime": 16.271,
      "eval_samples_per_second": 122.918,
      "eval_steps_per_second": 30.73,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.6995,
      "step": 2000
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.6928467154502869,
      "eval_runtime": 16.1542,
      "eval_samples_per_second": 123.807,
      "eval_steps_per_second": 30.952,
      "step": 2000
    }
  ],
  "max_steps": 2500,
  "num_train_epochs": 5,
  "total_flos": 526222110720000.0,
  "trial_name": null,
  "trial_params": null
}