Hugging Face's logo

shahukareem
/
MMS-1b-ASR-finetuned-dv_v2

Automatic Speech Recognition
Transformers
PyTorch
wav2vec2
Inference Endpoints
Model card Files Community
1
MMS-1b-ASR-finetuned-dv_v2
File size: 2,161 Bytes 
7080420
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 16.107382550335572,
  "global_step": 1200,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 2.68,
      "eval_loss": 0.2483854740858078,
      "eval_runtime": 123.9729,
      "eval_samples_per_second": 17.762,
      "eval_steps_per_second": 2.226,
      "eval_wer": 0.6468182250546942,
      "step": 200
    },
    {
      "epoch": 5.37,
      "learning_rate": 0.00027,
      "loss": 0.1823,
      "step": 400
    },
    {
      "epoch": 5.37,
      "eval_loss": 0.3248055875301361,
      "eval_runtime": 124.5509,
      "eval_samples_per_second": 17.68,
      "eval_steps_per_second": 2.216,
      "eval_wer": 0.6482450299629031,
      "step": 400
    },
    {
      "epoch": 8.05,
      "eval_loss": 0.1808338314294815,
      "eval_runtime": 124.8994,
      "eval_samples_per_second": 17.63,
      "eval_steps_per_second": 2.21,
      "eval_wer": 0.5620660135070865,
      "step": 600
    },
    {
      "epoch": 10.74,
      "learning_rate": 0.00014755102040816325,
      "loss": 0.024,
      "step": 800
    },
    {
      "epoch": 10.74,
      "eval_loss": 0.17792771756649017,
      "eval_runtime": 124.4855,
      "eval_samples_per_second": 17.689,
      "eval_steps_per_second": 2.217,
      "eval_wer": 0.557500237800818,
      "step": 800
    },
    {
      "epoch": 13.42,
      "eval_loss": 0.1329699456691742,
      "eval_runtime": 125.075,
      "eval_samples_per_second": 17.605,
      "eval_steps_per_second": 2.207,
      "eval_wer": 0.5046133358698754,
      "step": 1000
    },
    {
      "epoch": 16.11,
      "learning_rate": 2.510204081632653e-05,
      "loss": -0.1501,
      "step": 1200
    },
    {
      "epoch": 16.11,
      "eval_loss": 0.09411804378032684,
      "eval_runtime": 125.3304,
      "eval_samples_per_second": 17.57,
      "eval_steps_per_second": 2.202,
      "eval_wer": 0.47132122134500143,
      "step": 1200
    }
  ],
  "max_steps": 1480,
  "num_train_epochs": 20,
  "total_flos": 4.7101086681748005e+19,
  "trial_name": null,
  "trial_params": null
}