csikasote commited on
Commit
b99c9fb
·
verified ·
1 Parent(s): 649c08c

End of training

Browse files
README.md CHANGED
@@ -3,6 +3,8 @@ library_name: transformers
3
  license: apache-2.0
4
  base_model: facebook/wav2vec2-xls-r-1b
5
  tags:
 
 
6
  - generated_from_trainer
7
  metrics:
8
  - wer
@@ -16,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  # xls-r-1b-bigcgen-combined-15hrs-model
18
 
19
- This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.6606
22
- - Wer: 0.7041
23
 
24
  ## Model description
25
 
 
3
  license: apache-2.0
4
  base_model: facebook/wav2vec2-xls-r-1b
5
  tags:
6
+ - automatic-speech-recognition
7
+ - bigcgen
8
  - generated_from_trainer
9
  metrics:
10
  - wer
 
18
 
19
  # xls-r-1b-bigcgen-combined-15hrs-model
20
 
21
+ This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the BIGCGEN - NA dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.5857
24
+ - Wer: 0.6274
25
 
26
  ## Model description
27
 
all_results.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.2566995768688294,
3
+ "eval_loss": 0.5856816172599792,
4
+ "eval_runtime": 53.5709,
5
+ "eval_samples": 682,
6
+ "eval_samples_per_second": 12.731,
7
+ "eval_steps_per_second": 3.192,
8
+ "eval_wer": 0.6274455772940204,
9
+ "total_flos": 9.492183580866103e+18,
10
+ "train_loss": 2.5750148630142213,
11
+ "train_runtime": 3143.2537,
12
+ "train_samples": 5669,
13
+ "train_samples_per_second": 54.106,
14
+ "train_steps_per_second": 6.767
15
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.2566995768688294,
3
+ "eval_loss": 0.5856816172599792,
4
+ "eval_runtime": 53.5709,
5
+ "eval_samples": 682,
6
+ "eval_samples_per_second": 12.731,
7
+ "eval_steps_per_second": 3.192,
8
+ "eval_wer": 0.6274455772940204
9
+ }
runs/Dec29_15-30-01_srvrocgpu011.uct.ac.za/events.out.tfevents.1735482655.srvrocgpu011.uct.ac.za ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f753226081bdcad3886386d87acc0e17f2d6d0c0eab6cc34b51ed8d15fa09bc5
3
+ size 40
train_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.2566995768688294,
3
+ "total_flos": 9.492183580866103e+18,
4
+ "train_loss": 2.5750148630142213,
5
+ "train_runtime": 3143.2537,
6
+ "train_samples": 5669,
7
+ "train_samples_per_second": 54.106,
8
+ "train_steps_per_second": 6.767
9
+ }
trainer_state.json ADDED
@@ -0,0 +1,216 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5856660604476929,
3
+ "best_model_checkpoint": "/scratch/skscla001/speech/results/xls-r-1b-bigcgen-combined-15hrs-model/checkpoint-1200",
4
+ "epoch": 2.2566995768688294,
5
+ "eval_steps": 100,
6
+ "global_step": 1600,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.14104372355430184,
13
+ "eval_loss": 3.8893141746520996,
14
+ "eval_runtime": 53.0152,
15
+ "eval_samples_per_second": 12.864,
16
+ "eval_steps_per_second": 3.225,
17
+ "eval_wer": 1.0,
18
+ "step": 100
19
+ },
20
+ {
21
+ "epoch": 0.2820874471086037,
22
+ "eval_loss": 2.6866326332092285,
23
+ "eval_runtime": 52.8101,
24
+ "eval_samples_per_second": 12.914,
25
+ "eval_steps_per_second": 3.238,
26
+ "eval_wer": 1.0,
27
+ "step": 200
28
+ },
29
+ {
30
+ "epoch": 0.4231311706629055,
31
+ "eval_loss": 1.4204449653625488,
32
+ "eval_runtime": 53.002,
33
+ "eval_samples_per_second": 12.867,
34
+ "eval_steps_per_second": 3.226,
35
+ "eval_wer": 1.0,
36
+ "step": 300
37
+ },
38
+ {
39
+ "epoch": 0.5641748942172073,
40
+ "eval_loss": 0.8780319094657898,
41
+ "eval_runtime": 53.1195,
42
+ "eval_samples_per_second": 12.839,
43
+ "eval_steps_per_second": 3.219,
44
+ "eval_wer": 0.8846789749242215,
45
+ "step": 400
46
+ },
47
+ {
48
+ "epoch": 0.7052186177715092,
49
+ "grad_norm": 4.491549491882324,
50
+ "learning_rate": 3e-05,
51
+ "loss": 5.5784,
52
+ "step": 500
53
+ },
54
+ {
55
+ "epoch": 0.7052186177715092,
56
+ "eval_loss": 0.8820701241493225,
57
+ "eval_runtime": 53.4186,
58
+ "eval_samples_per_second": 12.767,
59
+ "eval_steps_per_second": 3.201,
60
+ "eval_wer": 0.9582529622485533,
61
+ "step": 500
62
+ },
63
+ {
64
+ "epoch": 0.846262341325811,
65
+ "eval_loss": 0.6897755861282349,
66
+ "eval_runtime": 53.3341,
67
+ "eval_samples_per_second": 12.787,
68
+ "eval_steps_per_second": 3.206,
69
+ "eval_wer": 0.7508955635161202,
70
+ "step": 600
71
+ },
72
+ {
73
+ "epoch": 0.9873060648801129,
74
+ "eval_loss": 0.6909680962562561,
75
+ "eval_runtime": 53.3024,
76
+ "eval_samples_per_second": 12.795,
77
+ "eval_steps_per_second": 3.208,
78
+ "eval_wer": 0.8689721686414991,
79
+ "step": 700
80
+ },
81
+ {
82
+ "epoch": 1.1283497884344147,
83
+ "eval_loss": 0.6632267832756042,
84
+ "eval_runtime": 53.2656,
85
+ "eval_samples_per_second": 12.804,
86
+ "eval_steps_per_second": 3.21,
87
+ "eval_wer": 0.681041609258749,
88
+ "step": 800
89
+ },
90
+ {
91
+ "epoch": 1.2693935119887165,
92
+ "eval_loss": 0.6164674758911133,
93
+ "eval_runtime": 53.6138,
94
+ "eval_samples_per_second": 12.721,
95
+ "eval_steps_per_second": 3.189,
96
+ "eval_wer": 0.6048498208872968,
97
+ "step": 900
98
+ },
99
+ {
100
+ "epoch": 1.4104372355430184,
101
+ "grad_norm": 6.964908599853516,
102
+ "learning_rate": 2.9277804525758308e-05,
103
+ "loss": 1.2954,
104
+ "step": 1000
105
+ },
106
+ {
107
+ "epoch": 1.4104372355430184,
108
+ "eval_loss": 0.60063636302948,
109
+ "eval_runtime": 53.8102,
110
+ "eval_samples_per_second": 12.674,
111
+ "eval_steps_per_second": 3.178,
112
+ "eval_wer": 0.6133921190410582,
113
+ "step": 1000
114
+ },
115
+ {
116
+ "epoch": 1.5514809590973202,
117
+ "eval_loss": 0.6859056353569031,
118
+ "eval_runtime": 53.6927,
119
+ "eval_samples_per_second": 12.702,
120
+ "eval_steps_per_second": 3.185,
121
+ "eval_wer": 0.7683934968310829,
122
+ "step": 1100
123
+ },
124
+ {
125
+ "epoch": 1.692524682651622,
126
+ "eval_loss": 0.5856660604476929,
127
+ "eval_runtime": 53.9146,
128
+ "eval_samples_per_second": 12.65,
129
+ "eval_steps_per_second": 3.172,
130
+ "eval_wer": 0.6273077982915404,
131
+ "step": 1200
132
+ },
133
+ {
134
+ "epoch": 1.8335684062059239,
135
+ "eval_loss": 0.6304970383644104,
136
+ "eval_runtime": 53.5646,
137
+ "eval_samples_per_second": 12.732,
138
+ "eval_steps_per_second": 3.192,
139
+ "eval_wer": 0.6154588040782585,
140
+ "step": 1300
141
+ },
142
+ {
143
+ "epoch": 1.9746121297602257,
144
+ "eval_loss": 0.6212508678436279,
145
+ "eval_runtime": 53.3498,
146
+ "eval_samples_per_second": 12.784,
147
+ "eval_steps_per_second": 3.205,
148
+ "eval_wer": 0.5855607605400936,
149
+ "step": 1400
150
+ },
151
+ {
152
+ "epoch": 2.1156558533145273,
153
+ "grad_norm": 4.57673978805542,
154
+ "learning_rate": 2.855560905151661e-05,
155
+ "loss": 1.1582,
156
+ "step": 1500
157
+ },
158
+ {
159
+ "epoch": 2.1156558533145273,
160
+ "eval_loss": 0.5891425609588623,
161
+ "eval_runtime": 53.7029,
162
+ "eval_samples_per_second": 12.699,
163
+ "eval_steps_per_second": 3.184,
164
+ "eval_wer": 0.5983742077707357,
165
+ "step": 1500
166
+ },
167
+ {
168
+ "epoch": 2.2566995768688294,
169
+ "eval_loss": 0.6605567932128906,
170
+ "eval_runtime": 53.1853,
171
+ "eval_samples_per_second": 12.823,
172
+ "eval_steps_per_second": 3.215,
173
+ "eval_wer": 0.7040507026729127,
174
+ "step": 1600
175
+ },
176
+ {
177
+ "epoch": 2.2566995768688294,
178
+ "step": 1600,
179
+ "total_flos": 9.492183580866103e+18,
180
+ "train_loss": 2.5750148630142213,
181
+ "train_runtime": 3143.2537,
182
+ "train_samples_per_second": 54.106,
183
+ "train_steps_per_second": 6.767
184
+ }
185
+ ],
186
+ "logging_steps": 500,
187
+ "max_steps": 21270,
188
+ "num_input_tokens_seen": 0,
189
+ "num_train_epochs": 30,
190
+ "save_steps": 400,
191
+ "stateful_callbacks": {
192
+ "EarlyStoppingCallback": {
193
+ "args": {
194
+ "early_stopping_patience": 4,
195
+ "early_stopping_threshold": 0.0
196
+ },
197
+ "attributes": {
198
+ "early_stopping_patience_counter": 4
199
+ }
200
+ },
201
+ "TrainerControl": {
202
+ "args": {
203
+ "should_epoch_stop": false,
204
+ "should_evaluate": false,
205
+ "should_log": false,
206
+ "should_save": true,
207
+ "should_training_stop": true
208
+ },
209
+ "attributes": {}
210
+ }
211
+ },
212
+ "total_flos": 9.492183580866103e+18,
213
+ "train_batch_size": 4,
214
+ "trial_name": null,
215
+ "trial_params": null
216
+ }