Hugging Face's logo

m3hrdadfi
/
wav2vec2-large-xlsr-estonian

Automatic Speech Recognition
Transformers
PyTorch
JAX
Estonian
wav2vec2
audio
speech
xlsr-fine-tuning-week
Eval Results
Inference Endpoints
Model card Files Community
wav2vec2-large-xlsr-estonian
File size: 3,411 Bytes 
9c719bb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 30.0,
  "global_step": 2940,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.06,
      "learning_rate": 0.00017999999999999998,
      "loss": 5.039,
      "step": 300
    },
    {
      "epoch": 3.06,
      "eval_loss": 2.9455764293670654,
      "eval_runtime": 358.486,
      "eval_samples_per_second": 6.999,
      "eval_wer": 1.0,
      "step": 300
    },
    {
      "epoch": 6.12,
      "learning_rate": 0.00028770491803278684,
      "loss": 2.9411,
      "step": 600
    },
    {
      "epoch": 6.12,
      "eval_loss": 2.8372132778167725,
      "eval_runtime": 362.2267,
      "eval_samples_per_second": 6.927,
      "eval_wer": 1.0,
      "step": 600
    },
    {
      "epoch": 9.18,
      "learning_rate": 0.00025081967213114756,
      "loss": 0.9286,
      "step": 900
    },
    {
      "epoch": 9.18,
      "eval_loss": 0.3580135107040405,
      "eval_runtime": 372.9874,
      "eval_samples_per_second": 6.727,
      "eval_wer": 0.514917421417155,
      "step": 900
    },
    {
      "epoch": 12.24,
      "learning_rate": 0.0002139344262295082,
      "loss": 0.3039,
      "step": 1200
    },
    {
      "epoch": 12.24,
      "eval_loss": 0.33028751611709595,
      "eval_runtime": 377.8898,
      "eval_samples_per_second": 6.64,
      "eval_wer": 0.44296084176878,
      "step": 1200
    },
    {
      "epoch": 15.31,
      "learning_rate": 0.00017704918032786883,
      "loss": 0.2022,
      "step": 1500
    },
    {
      "epoch": 15.31,
      "eval_loss": 0.30936819314956665,
      "eval_runtime": 374.6431,
      "eval_samples_per_second": 6.697,
      "eval_wer": 0.4007059136920618,
      "step": 1500
    },
    {
      "epoch": 18.37,
      "learning_rate": 0.00014016393442622951,
      "loss": 0.1529,
      "step": 1800
    },
    {
      "epoch": 18.37,
      "eval_loss": 0.3163447976112366,
      "eval_runtime": 381.4751,
      "eval_samples_per_second": 6.577,
      "eval_wer": 0.38395711241342567,
      "step": 1800
    },
    {
      "epoch": 21.43,
      "learning_rate": 0.00010327868852459015,
      "loss": 0.1165,
      "step": 2100
    },
    {
      "epoch": 21.43,
      "eval_loss": 0.3391939103603363,
      "eval_runtime": 380.5289,
      "eval_samples_per_second": 6.593,
      "eval_wer": 0.3692061800745871,
      "step": 2100
    },
    {
      "epoch": 24.49,
      "learning_rate": 6.639344262295081e-05,
      "loss": 0.1058,
      "step": 2400
    },
    {
      "epoch": 24.49,
      "eval_loss": 0.35883328318595886,
      "eval_runtime": 376.435,
      "eval_samples_per_second": 6.665,
      "eval_wer": 0.3648774640383591,
      "step": 2400
    },
    {
      "epoch": 27.55,
      "learning_rate": 2.950819672131147e-05,
      "loss": 0.086,
      "step": 2700
    },
    {
      "epoch": 27.55,
      "eval_loss": 0.35711735486984253,
      "eval_runtime": 376.6441,
      "eval_samples_per_second": 6.661,
      "eval_wer": 0.3572522642514651,
      "step": 2700
    },
    {
      "epoch": 30.0,
      "step": 2940,
      "total_flos": 3.401354569939134e+19,
      "train_runtime": 32379.322,
      "train_samples_per_second": 0.091
    }
  ],
  "max_steps": 2940,
  "num_train_epochs": 30,
  "total_flos": 3.401354569939134e+19,
  "trial_name": null,
  "trial_params": null
}