Hugging Face's logo

jcmc
/
wav2vec2-large-xlsr-53-ir

Automatic Speech Recognition
Transformers
PyTorch
wav2vec2
mozilla-foundation/common_voice_7_0
Generated from Trainer
Model card Files
xet
 Community
1
wav2vec2-large-xlsr-53-ir
File size: 3,166 Bytes
824f2ad
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 49.98461538461538,
  "global_step": 1600,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.12,
      "learning_rate": 3.675e-06,
      "loss": 16.3071,
      "step": 100
    },
    {
      "epoch": 6.25,
      "learning_rate": 7.3875e-06,
      "loss": 10.3912,
      "step": 200
    },
    {
      "epoch": 9.37,
      "learning_rate": 1.1137499999999998e-05,
      "loss": 4.1432,
      "step": 300
    },
    {
      "epoch": 12.49,
      "learning_rate": 1.48875e-05,
      "loss": 3.3835,
      "step": 400
    },
    {
      "epoch": 15.62,
      "learning_rate": 1.86375e-05,
      "loss": 3.1483,
      "step": 500
    },
    {
      "epoch": 15.62,
      "eval_loss": 3.0498125553131104,
      "eval_runtime": 17.1221,
      "eval_samples_per_second": 29.728,
      "eval_steps_per_second": 3.738,
      "eval_wer": 1.0,
      "step": 500
    },
    {
      "epoch": 18.74,
      "learning_rate": 2.23875e-05,
      "loss": 3.032,
      "step": 600
    },
    {
      "epoch": 21.86,
      "learning_rate": 2.6137499999999995e-05,
      "loss": 2.9869,
      "step": 700
    },
    {
      "epoch": 24.98,
      "learning_rate": 2.9887499999999998e-05,
      "loss": 2.9399,
      "step": 800
    },
    {
      "epoch": 28.12,
      "learning_rate": 3.36375e-05,
      "loss": 2.9046,
      "step": 900
    },
    {
      "epoch": 31.25,
      "learning_rate": 3.7387499999999994e-05,
      "loss": 2.8449,
      "step": 1000
    },
    {
      "epoch": 31.25,
      "eval_loss": 2.7789549827575684,
      "eval_runtime": 16.9653,
      "eval_samples_per_second": 30.002,
      "eval_steps_per_second": 3.772,
      "eval_wer": 0.9493263034563562,
      "step": 1000
    },
    {
      "epoch": 34.37,
      "learning_rate": 4.11375e-05,
      "loss": 2.8219,
      "step": 1100
    },
    {
      "epoch": 37.49,
      "learning_rate": 4.48875e-05,
      "loss": 2.761,
      "step": 1200
    },
    {
      "epoch": 40.62,
      "learning_rate": 4.8637499999999996e-05,
      "loss": 2.5482,
      "step": 1300
    },
    {
      "epoch": 43.74,
      "learning_rate": 5.23875e-05,
      "loss": 2.1627,
      "step": 1400
    },
    {
      "epoch": 46.86,
      "learning_rate": 5.61375e-05,
      "loss": 1.8683,
      "step": 1500
    },
    {
      "epoch": 46.86,
      "eval_loss": 1.233871340751648,
      "eval_runtime": 17.2711,
      "eval_samples_per_second": 29.471,
      "eval_steps_per_second": 3.706,
      "eval_wer": 0.8160515524311658,
      "step": 1500
    },
    {
      "epoch": 49.98,
      "learning_rate": 5.988749999999999e-05,
      "loss": 1.6679,
      "step": 1600
    },
    {
      "epoch": 49.98,
      "step": 1600,
      "total_flos": 6.038839616760506e+18,
      "train_loss": 4.119469966888428,
      "train_runtime": 2676.0092,
      "train_samples_per_second": 19.338,
      "train_steps_per_second": 0.598
    }
  ],
  "max_steps": 1600,
  "num_train_epochs": 50,
  "total_flos": 6.038839616760506e+18,
  "trial_name": null,
  "trial_params": null
}