Hugging Face's logo

lnxdx
/
B4_1000_1e-5_hp-myself-2

Automatic Speech Recognition
Transformers
Safetensors
wav2vec2
Generated from Trainer
Inference Endpoints
Model card Files Community
B4_1000_1e-5_hp-myself-2
File size: 4,285 Bytes 
2841ffe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
 
{
  "best_metric": 0.3130841121495327,
  "best_model_checkpoint": "/content/drive/MyDrive/wav2vec2-large-xlsr-persian-asr-shemo_sm95/checkpoint-1000",
  "epoch": 6.25,
  "eval_steps": 100,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.62,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 0.8083,
      "step": 100
    },
    {
      "epoch": 0.62,
      "eval_loss": 0.6765980124473572,
      "eval_runtime": 35.6119,
      "eval_samples_per_second": 7.975,
      "eval_steps_per_second": 1.011,
      "eval_wer": 0.32710280373831774,
      "step": 100
    },
    {
      "epoch": 1.25,
      "learning_rate": 3.980000000000001e-06,
      "loss": 0.8414,
      "step": 200
    },
    {
      "epoch": 1.25,
      "eval_loss": 0.677401602268219,
      "eval_runtime": 34.1374,
      "eval_samples_per_second": 8.319,
      "eval_steps_per_second": 1.055,
      "eval_wer": 0.32593457943925236,
      "step": 200
    },
    {
      "epoch": 1.88,
      "learning_rate": 5.98e-06,
      "loss": 0.8465,
      "step": 300
    },
    {
      "epoch": 1.88,
      "eval_loss": 0.6685968041419983,
      "eval_runtime": 34.2793,
      "eval_samples_per_second": 8.285,
      "eval_steps_per_second": 1.05,
      "eval_wer": 0.3262266355140187,
      "step": 300
    },
    {
      "epoch": 2.5,
      "learning_rate": 7.980000000000002e-06,
      "loss": 0.7819,
      "step": 400
    },
    {
      "epoch": 2.5,
      "eval_loss": 0.6748902797698975,
      "eval_runtime": 33.8091,
      "eval_samples_per_second": 8.4,
      "eval_steps_per_second": 1.065,
      "eval_wer": 0.32067757009345793,
      "step": 400
    },
    {
      "epoch": 3.12,
      "learning_rate": 9.980000000000001e-06,
      "loss": 0.7905,
      "step": 500
    },
    {
      "epoch": 3.12,
      "eval_loss": 0.6847506165504456,
      "eval_runtime": 34.8761,
      "eval_samples_per_second": 8.143,
      "eval_steps_per_second": 1.032,
      "eval_wer": 0.3177570093457944,
      "step": 500
    },
    {
      "epoch": 3.75,
      "learning_rate": 8.020000000000001e-06,
      "loss": 0.8078,
      "step": 600
    },
    {
      "epoch": 3.75,
      "eval_loss": 0.6571177840232849,
      "eval_runtime": 34.5072,
      "eval_samples_per_second": 8.23,
      "eval_steps_per_second": 1.043,
      "eval_wer": 0.3244742990654206,
      "step": 600
    },
    {
      "epoch": 4.38,
      "learning_rate": 6.02e-06,
      "loss": 0.7771,
      "step": 700
    },
    {
      "epoch": 4.38,
      "eval_loss": 0.6683077812194824,
      "eval_runtime": 34.8133,
      "eval_samples_per_second": 8.158,
      "eval_steps_per_second": 1.034,
      "eval_wer": 0.31454439252336447,
      "step": 700
    },
    {
      "epoch": 5.0,
      "learning_rate": 4.0200000000000005e-06,
      "loss": 0.7786,
      "step": 800
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.668791651725769,
      "eval_runtime": 37.4742,
      "eval_samples_per_second": 7.579,
      "eval_steps_per_second": 0.961,
      "eval_wer": 0.31366822429906543,
      "step": 800
    },
    {
      "epoch": 5.62,
      "learning_rate": 2.02e-06,
      "loss": 0.7656,
      "step": 900
    },
    {
      "epoch": 5.62,
      "eval_loss": 0.6702979803085327,
      "eval_runtime": 35.4948,
      "eval_samples_per_second": 8.001,
      "eval_steps_per_second": 1.014,
      "eval_wer": 0.3133761682242991,
      "step": 900
    },
    {
      "epoch": 6.25,
      "learning_rate": 2e-08,
      "loss": 0.7516,
      "step": 1000
    },
    {
      "epoch": 6.25,
      "eval_loss": 0.6705625057220459,
      "eval_runtime": 35.3775,
      "eval_samples_per_second": 8.028,
      "eval_steps_per_second": 1.018,
      "eval_wer": 0.3130841121495327,
      "step": 1000
    },
    {
      "epoch": 6.25,
      "step": 1000,
      "total_flos": 4.798362622332561e+18,
      "train_loss": 0.7949239425659179,
      "train_runtime": 4775.7653,
      "train_samples_per_second": 3.35,
      "train_steps_per_second": 0.209
    }
  ],
  "logging_steps": 100,
  "max_steps": 1000,
  "num_train_epochs": 7,
  "save_steps": 100,
  "total_flos": 4.798362622332561e+18,
  "trial_name": null,
  "trial_params": null
}