Hugging Face's logo

makhataei
/
Whisper-Small-Common-Voice

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Persian
whisper
fa-asr
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Whisper-Small-Common-Voice
File size: 2,628 Bytes 
2ecb144
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 43.17606786724215,
  "best_model_checkpoint": "/media/makhataei/Backups/Whisper-Small-Common-Voice/checkpoint-300",
  "epoch": 1.1776251226692835,
  "eval_steps": 100,
  "global_step": 300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.1,
      "learning_rate": 5e-06,
      "loss": 0.3008,
      "step": 25
    },
    {
      "epoch": 0.2,
      "learning_rate": 1e-05,
      "loss": 0.2368,
      "step": 50
    },
    {
      "epoch": 0.29,
      "learning_rate": 9.974874371859297e-06,
      "loss": 0.2001,
      "step": 75
    },
    {
      "epoch": 0.39,
      "learning_rate": 9.949748743718594e-06,
      "loss": 0.1801,
      "step": 100
    },
    {
      "epoch": 0.39,
      "eval_loss": 0.4975946843624115,
      "eval_runtime": 1546.7344,
      "eval_samples_per_second": 5.59,
      "eval_steps_per_second": 0.559,
      "eval_wer": 49.12602735195383,
      "step": 100
    },
    {
      "epoch": 0.49,
      "learning_rate": 9.92462311557789e-06,
      "loss": 0.1713,
      "step": 125
    },
    {
      "epoch": 0.59,
      "learning_rate": 9.899497487437186e-06,
      "loss": 0.1657,
      "step": 150
    },
    {
      "epoch": 0.69,
      "learning_rate": 9.874371859296484e-06,
      "loss": 0.1574,
      "step": 175
    },
    {
      "epoch": 0.79,
      "learning_rate": 9.84924623115578e-06,
      "loss": 0.1597,
      "step": 200
    },
    {
      "epoch": 0.79,
      "eval_loss": 0.46244511008262634,
      "eval_runtime": 1507.9912,
      "eval_samples_per_second": 5.733,
      "eval_steps_per_second": 0.574,
      "eval_wer": 46.749681665591766,
      "step": 200
    },
    {
      "epoch": 0.88,
      "learning_rate": 9.824120603015075e-06,
      "loss": 0.1509,
      "step": 225
    },
    {
      "epoch": 0.98,
      "learning_rate": 9.798994974874372e-06,
      "loss": 0.1434,
      "step": 250
    },
    {
      "epoch": 1.08,
      "learning_rate": 9.773869346733669e-06,
      "loss": 0.0919,
      "step": 275
    },
    {
      "epoch": 1.18,
      "learning_rate": 9.748743718592965e-06,
      "loss": 0.0776,
      "step": 300
    },
    {
      "epoch": 1.18,
      "eval_loss": 0.4794461131095886,
      "eval_runtime": 1499.4378,
      "eval_samples_per_second": 5.766,
      "eval_steps_per_second": 0.577,
      "eval_wer": 43.17606786724215,
      "step": 300
    }
  ],
  "logging_steps": 25,
  "max_steps": 10000,
  "num_train_epochs": 40,
  "save_steps": 100,
  "total_flos": 4.84563745677312e+18,
  "trial_name": null,
  "trial_params": null
}