DewiBrynJones commited on
Commit
dccfed1
1 Parent(s): 77a4f49

End of training

Browse files
README.md CHANGED
@@ -2,6 +2,8 @@
2
  license: apache-2.0
3
  base_model: facebook/wav2vec2-large-xlsr-53
4
  tags:
 
 
5
  - generated_from_trainer
6
  metrics:
7
  - wer
@@ -15,7 +17,7 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  # wav2vec2-xlsr-53-ft-btb-cy
17
 
18
- This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
  - Loss: 0.5400
21
  - Wer: 0.4066
 
2
  license: apache-2.0
3
  base_model: facebook/wav2vec2-large-xlsr-53
4
  tags:
5
+ - automatic-speech-recognition
6
+ - DewiBrynJones/banc-trawsgrifiadau-bangor-clean
7
  - generated_from_trainer
8
  metrics:
9
  - wer
 
17
 
18
  # wav2vec2-xlsr-53-ft-btb-cy
19
 
20
+ This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the DEWIBRYNJONES/BANC-TRAWSGRIFIADAU-BANGOR-CLEAN - DEFAULT dataset.
21
  It achieves the following results on the evaluation set:
22
  - Loss: 0.5400
23
  - Wer: 0.4066
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
- "epoch": 1.366742596810934,
3
- "eval_loss": 0.5374971628189087,
4
- "eval_runtime": 177.247,
5
  "eval_samples": 7022,
6
- "eval_samples_per_second": 39.617,
7
- "eval_steps_per_second": 4.954,
8
- "eval_wer": 0.4141431589577326,
9
- "total_flos": 4.530371419942491e+18,
10
- "train_loss": 1.872582066853841,
11
- "train_runtime": 2251.6929,
12
  "train_samples": 28086,
13
- "train_samples_per_second": 17.054,
14
- "train_steps_per_second": 0.533
15
  }
 
1
  {
2
+ "epoch": 2.277904328018223,
3
+ "eval_loss": 0.5399738550186157,
4
+ "eval_runtime": 177.5085,
5
  "eval_samples": 7022,
6
+ "eval_samples_per_second": 39.559,
7
+ "eval_steps_per_second": 4.946,
8
+ "eval_wer": 0.40660917631113885,
9
+ "total_flos": 7.50335828249239e+18,
10
+ "train_loss": 1.4263343353271485,
11
+ "train_runtime": 3812.7792,
12
  "train_samples": 28086,
13
+ "train_samples_per_second": 16.786,
14
+ "train_steps_per_second": 0.525
15
  }
eval_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
- "epoch": 1.366742596810934,
3
- "eval_loss": 0.5374971628189087,
4
- "eval_runtime": 177.247,
5
  "eval_samples": 7022,
6
- "eval_samples_per_second": 39.617,
7
- "eval_steps_per_second": 4.954,
8
- "eval_wer": 0.4141431589577326
9
  }
 
1
  {
2
+ "epoch": 2.277904328018223,
3
+ "eval_loss": 0.5399738550186157,
4
+ "eval_runtime": 177.5085,
5
  "eval_samples": 7022,
6
+ "eval_samples_per_second": 39.559,
7
+ "eval_steps_per_second": 4.946,
8
+ "eval_wer": 0.40660917631113885
9
  }
runs/Aug15_10-29-01_a142c9bbb9ba/events.out.tfevents.1723718214.a142c9bbb9ba.948.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b51cf3f92089086f467cb7f968ca4f563fc1aff9703b93be03bff2c3d486c23
3
+ size 406
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
- "epoch": 1.366742596810934,
3
- "total_flos": 4.530371419942491e+18,
4
- "train_loss": 1.872582066853841,
5
- "train_runtime": 2251.6929,
6
  "train_samples": 28086,
7
- "train_samples_per_second": 17.054,
8
- "train_steps_per_second": 0.533
9
  }
 
1
  {
2
+ "epoch": 2.277904328018223,
3
+ "total_flos": 7.50335828249239e+18,
4
+ "train_loss": 1.4263343353271485,
5
+ "train_runtime": 3812.7792,
6
  "train_samples": 28086,
7
+ "train_samples_per_second": 16.786,
8
+ "train_steps_per_second": 0.525
9
  }
trainer_state.json CHANGED
@@ -1,95 +1,145 @@
1
  {
2
  "best_metric": null,
3
  "best_model_checkpoint": null,
4
- "epoch": 1.366742596810934,
5
  "eval_steps": 200,
6
- "global_step": 1200,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.22779043280182232,
13
- "eval_loss": 2.9538023471832275,
14
- "eval_runtime": 176.5728,
15
- "eval_samples_per_second": 39.768,
16
- "eval_steps_per_second": 4.972,
17
  "eval_wer": 1.0,
18
  "step": 200
19
  },
20
  {
21
  "epoch": 0.45558086560364464,
22
- "eval_loss": 1.4731117486953735,
23
- "eval_runtime": 177.0417,
24
- "eval_samples_per_second": 39.663,
25
- "eval_steps_per_second": 4.959,
26
- "eval_wer": 0.8217488938200083,
27
  "step": 400
28
  },
29
  {
30
  "epoch": 0.5694760820045558,
31
- "grad_norm": 2.272386074066162,
32
  "learning_rate": 0.00029699999999999996,
33
- "loss": 3.3429,
34
  "step": 500
35
  },
36
  {
37
  "epoch": 0.683371298405467,
38
- "eval_loss": 0.852441132068634,
39
- "eval_runtime": 176.02,
40
- "eval_samples_per_second": 39.893,
41
- "eval_steps_per_second": 4.988,
42
- "eval_wer": 0.6397905898297878,
43
  "step": 600
44
  },
45
  {
46
  "epoch": 0.9111617312072893,
47
- "eval_loss": 0.7107498645782471,
48
- "eval_runtime": 176.239,
49
- "eval_samples_per_second": 39.844,
50
- "eval_steps_per_second": 4.982,
51
- "eval_wer": 0.5182237340384539,
52
  "step": 800
53
  },
54
  {
55
  "epoch": 1.1389521640091116,
56
- "grad_norm": 0.8374969959259033,
57
- "learning_rate": 9.042857142857142e-05,
58
- "loss": 0.8743,
59
  "step": 1000
60
  },
61
  {
62
  "epoch": 1.1389521640091116,
63
- "eval_loss": 0.5667783617973328,
64
- "eval_runtime": 177.0088,
65
- "eval_samples_per_second": 39.67,
66
- "eval_steps_per_second": 4.96,
67
- "eval_wer": 0.4325462735353911,
68
  "step": 1000
69
  },
70
  {
71
  "epoch": 1.366742596810934,
72
- "eval_loss": 0.5374971628189087,
73
- "eval_runtime": 176.8891,
74
- "eval_samples_per_second": 39.697,
75
- "eval_steps_per_second": 4.964,
76
- "eval_wer": 0.4141431589577326,
77
  "step": 1200
78
  },
79
  {
80
- "epoch": 1.366742596810934,
81
- "step": 1200,
82
- "total_flos": 4.530371419942491e+18,
83
- "train_loss": 1.872582066853841,
84
- "train_runtime": 2251.6929,
85
- "train_samples_per_second": 17.054,
86
- "train_steps_per_second": 0.533
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
87
  }
88
  ],
89
  "logging_steps": 500,
90
- "max_steps": 1200,
91
  "num_input_tokens_seen": 0,
92
- "num_train_epochs": 2,
93
  "save_steps": 500,
94
  "stateful_callbacks": {
95
  "TrainerControl": {
@@ -103,7 +153,7 @@
103
  "attributes": {}
104
  }
105
  },
106
- "total_flos": 4.530371419942491e+18,
107
  "train_batch_size": 32,
108
  "trial_name": null,
109
  "trial_params": null
 
1
  {
2
  "best_metric": null,
3
  "best_model_checkpoint": null,
4
+ "epoch": 2.277904328018223,
5
  "eval_steps": 200,
6
+ "global_step": 2000,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.22779043280182232,
13
+ "eval_loss": 2.9681296348571777,
14
+ "eval_runtime": 179.5569,
15
+ "eval_samples_per_second": 39.107,
16
+ "eval_steps_per_second": 4.89,
17
  "eval_wer": 1.0,
18
  "step": 200
19
  },
20
  {
21
  "epoch": 0.45558086560364464,
22
+ "eval_loss": 1.3578158617019653,
23
+ "eval_runtime": 178.971,
24
+ "eval_samples_per_second": 39.235,
25
+ "eval_steps_per_second": 4.906,
26
+ "eval_wer": 0.8299738237287235,
27
  "step": 400
28
  },
29
  {
30
  "epoch": 0.5694760820045558,
31
+ "grad_norm": 2.982609748840332,
32
  "learning_rate": 0.00029699999999999996,
33
+ "loss": 3.3875,
34
  "step": 500
35
  },
36
  {
37
  "epoch": 0.683371298405467,
38
+ "eval_loss": 0.9213220477104187,
39
+ "eval_runtime": 178.9628,
40
+ "eval_samples_per_second": 39.237,
41
+ "eval_steps_per_second": 4.906,
42
+ "eval_wer": 0.6513373815756255,
43
  "step": 600
44
  },
45
  {
46
  "epoch": 0.9111617312072893,
47
+ "eval_loss": 0.7288344502449036,
48
+ "eval_runtime": 180.4166,
49
+ "eval_samples_per_second": 38.921,
50
+ "eval_steps_per_second": 4.867,
51
+ "eval_wer": 0.5341155210672478,
52
  "step": 800
53
  },
54
  {
55
  "epoch": 1.1389521640091116,
56
+ "grad_norm": 1.1159461736679077,
57
+ "learning_rate": 0.0002022,
58
+ "loss": 0.8947,
59
  "step": 1000
60
  },
61
  {
62
  "epoch": 1.1389521640091116,
63
+ "eval_loss": 0.6245301961898804,
64
+ "eval_runtime": 180.7702,
65
+ "eval_samples_per_second": 38.845,
66
+ "eval_steps_per_second": 4.857,
67
+ "eval_wer": 0.46335986393653916,
68
  "step": 1000
69
  },
70
  {
71
  "epoch": 1.366742596810934,
72
+ "eval_loss": 0.5951615571975708,
73
+ "eval_runtime": 177.8647,
74
+ "eval_samples_per_second": 39.479,
75
+ "eval_steps_per_second": 4.936,
76
+ "eval_wer": 0.445833720883881,
77
  "step": 1200
78
  },
79
  {
80
+ "epoch": 1.5945330296127562,
81
+ "eval_loss": 0.578143835067749,
82
+ "eval_runtime": 178.6987,
83
+ "eval_samples_per_second": 39.295,
84
+ "eval_steps_per_second": 4.913,
85
+ "eval_wer": 0.4384857625001661,
86
+ "step": 1400
87
+ },
88
+ {
89
+ "epoch": 1.7084282460136673,
90
+ "grad_norm": 1.4777103662490845,
91
+ "learning_rate": 0.00010279999999999999,
92
+ "loss": 0.7523,
93
+ "step": 1500
94
+ },
95
+ {
96
+ "epoch": 1.8223234624145785,
97
+ "eval_loss": 0.562013566493988,
98
+ "eval_runtime": 178.104,
99
+ "eval_samples_per_second": 39.426,
100
+ "eval_steps_per_second": 4.93,
101
+ "eval_wer": 0.42830757783122286,
102
+ "step": 1600
103
+ },
104
+ {
105
+ "epoch": 2.050113895216401,
106
+ "eval_loss": 0.5437431931495667,
107
+ "eval_runtime": 177.6652,
108
+ "eval_samples_per_second": 39.524,
109
+ "eval_steps_per_second": 4.942,
110
+ "eval_wer": 0.4140368593789447,
111
+ "step": 1800
112
+ },
113
+ {
114
+ "epoch": 2.277904328018223,
115
+ "grad_norm": 3.888875961303711,
116
+ "learning_rate": 2.9999999999999997e-06,
117
+ "loss": 0.6707,
118
+ "step": 2000
119
+ },
120
+ {
121
+ "epoch": 2.277904328018223,
122
+ "eval_loss": 0.5399738550186157,
123
+ "eval_runtime": 178.027,
124
+ "eval_samples_per_second": 39.443,
125
+ "eval_steps_per_second": 4.932,
126
+ "eval_wer": 0.40660917631113885,
127
+ "step": 2000
128
+ },
129
+ {
130
+ "epoch": 2.277904328018223,
131
+ "step": 2000,
132
+ "total_flos": 7.50335828249239e+18,
133
+ "train_loss": 1.4263343353271485,
134
+ "train_runtime": 3812.7792,
135
+ "train_samples_per_second": 16.786,
136
+ "train_steps_per_second": 0.525
137
  }
138
  ],
139
  "logging_steps": 500,
140
+ "max_steps": 2000,
141
  "num_input_tokens_seen": 0,
142
+ "num_train_epochs": 3,
143
  "save_steps": 500,
144
  "stateful_callbacks": {
145
  "TrainerControl": {
 
153
  "attributes": {}
154
  }
155
  },
156
+ "total_flos": 7.50335828249239e+18,
157
  "train_batch_size": 32,
158
  "trial_name": null,
159
  "trial_params": null