DewiBrynJones commited on
Commit
2d19eb1
1 Parent(s): e607873

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: 0.4584
21
  - Wer: 0.3783
 
2
  license: apache-2.0
3
  base_model: facebook/wav2vec2-large-xlsr-53
4
  tags:
5
+ - automatic-speech-recognition
6
+ - DewiBrynJones/banc-trawsgrifiadau-bangor-normalized
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-NORMALIZED - DEFAULT dataset.
21
  It achieves the following results on the evaluation set:
22
  - Loss: 0.4584
23
  - Wer: 0.3783
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
  "epoch": 3.536067892503536,
3
- "eval_loss": 0.3846580684185028,
4
- "eval_runtime": 154.4496,
5
  "eval_samples": 5656,
6
- "eval_samples_per_second": 36.62,
7
- "eval_steps_per_second": 4.578,
8
- "eval_wer": 0.29666778646958136,
9
- "total_flos": 9.55129266706546e+18,
10
- "train_loss": 1.1546670959472656,
11
- "train_runtime": 6557.446,
12
  "train_samples": 22621,
13
- "train_samples_per_second": 12.2,
14
- "train_steps_per_second": 0.381
15
  }
 
1
  {
2
  "epoch": 3.536067892503536,
3
+ "eval_loss": 0.4583967626094818,
4
+ "eval_runtime": 161.895,
5
  "eval_samples": 5656,
6
+ "eval_samples_per_second": 34.936,
7
+ "eval_steps_per_second": 4.367,
8
+ "eval_wer": 0.37831418116453747,
9
+ "total_flos": 9.55169606524761e+18,
10
+ "train_loss": 1.2462444946289062,
11
+ "train_runtime": 6962.0027,
12
  "train_samples": 22621,
13
+ "train_samples_per_second": 11.491,
14
+ "train_steps_per_second": 0.359
15
  }
eval_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.536067892503536,
3
- "eval_loss": 0.3846580684185028,
4
- "eval_runtime": 154.4496,
5
  "eval_samples": 5656,
6
- "eval_samples_per_second": 36.62,
7
- "eval_steps_per_second": 4.578,
8
- "eval_wer": 0.29666778646958136
9
  }
 
1
  {
2
  "epoch": 3.536067892503536,
3
+ "eval_loss": 0.4583967626094818,
4
+ "eval_runtime": 161.895,
5
  "eval_samples": 5656,
6
+ "eval_samples_per_second": 34.936,
7
+ "eval_steps_per_second": 4.367,
8
+ "eval_wer": 0.37831418116453747
9
  }
runs/May16_06-09-07_2e698a9c250f/events.out.tfevents.1715843587.2e698a9c250f.30.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:32c4642ec71be603384ad46b87e0e3c3860701786fba15088a457e4b1eda138a
3
+ size 406
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.536067892503536,
3
- "total_flos": 9.55129266706546e+18,
4
- "train_loss": 1.1546670959472656,
5
- "train_runtime": 6557.446,
6
  "train_samples": 22621,
7
- "train_samples_per_second": 12.2,
8
- "train_steps_per_second": 0.381
9
  }
 
1
  {
2
  "epoch": 3.536067892503536,
3
+ "total_flos": 9.55169606524761e+18,
4
+ "train_loss": 1.2462444946289062,
5
+ "train_runtime": 6962.0027,
6
  "train_samples": 22621,
7
+ "train_samples_per_second": 11.491,
8
+ "train_steps_per_second": 0.359
9
  }
trainer_state.json CHANGED
@@ -10,272 +10,272 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.14144271570014144,
13
- "eval_loss": 3.7463672161102295,
14
- "eval_runtime": 153.5435,
15
- "eval_samples_per_second": 36.836,
16
- "eval_steps_per_second": 4.605,
17
  "eval_wer": 1.0,
18
  "step": 100
19
  },
20
  {
21
  "epoch": 0.2828854314002829,
22
- "eval_loss": 2.9399216175079346,
23
- "eval_runtime": 150.7703,
24
- "eval_samples_per_second": 37.514,
25
- "eval_steps_per_second": 4.689,
26
  "eval_wer": 1.0,
27
  "step": 200
28
  },
29
  {
30
  "epoch": 0.4243281471004243,
31
- "eval_loss": 2.5961458683013916,
32
- "eval_runtime": 151.4236,
33
- "eval_samples_per_second": 37.352,
34
- "eval_steps_per_second": 4.669,
35
- "eval_wer": 0.9991041576682503,
36
  "step": 300
37
  },
38
  {
39
  "epoch": 0.5657708628005658,
40
- "eval_loss": 1.1618728637695312,
41
- "eval_runtime": 152.5862,
42
- "eval_samples_per_second": 37.068,
43
- "eval_steps_per_second": 4.633,
44
- "eval_wer": 0.7905328662155461,
45
  "step": 400
46
  },
47
  {
48
  "epoch": 0.7072135785007072,
49
- "grad_norm": 1.7047498226165771,
50
  "learning_rate": 0.00029699999999999996,
51
- "loss": 3.5448,
52
  "step": 500
53
  },
54
  {
55
  "epoch": 0.7072135785007072,
56
- "eval_loss": 0.946560800075531,
57
- "eval_runtime": 153.1427,
58
- "eval_samples_per_second": 36.933,
59
- "eval_steps_per_second": 4.617,
60
- "eval_wer": 0.6897506038937147,
61
  "step": 500
62
  },
63
  {
64
  "epoch": 0.8486562942008486,
65
- "eval_loss": 0.7894724607467651,
66
- "eval_runtime": 151.7162,
67
- "eval_samples_per_second": 37.28,
68
- "eval_steps_per_second": 4.66,
69
- "eval_wer": 0.6110604533602086,
70
  "step": 600
71
  },
72
  {
73
  "epoch": 0.9900990099009901,
74
- "eval_loss": 0.6820164918899536,
75
- "eval_runtime": 152.0086,
76
- "eval_samples_per_second": 37.208,
77
- "eval_steps_per_second": 4.651,
78
- "eval_wer": 0.5378893314776599,
79
  "step": 700
80
  },
81
  {
82
  "epoch": 1.1315417256011315,
83
- "eval_loss": 0.6039016842842102,
84
- "eval_runtime": 152.002,
85
- "eval_samples_per_second": 37.21,
86
- "eval_steps_per_second": 4.651,
87
- "eval_wer": 0.47239685815296506,
88
  "step": 800
89
  },
90
  {
91
  "epoch": 1.272984441301273,
92
- "eval_loss": 0.5631398558616638,
93
- "eval_runtime": 153.0321,
94
- "eval_samples_per_second": 36.96,
95
- "eval_steps_per_second": 4.62,
96
- "eval_wer": 0.46745372814384667,
97
  "step": 900
98
  },
99
  {
100
  "epoch": 1.4144271570014144,
101
- "grad_norm": 0.8790757656097412,
102
  "learning_rate": 0.00022574999999999996,
103
- "loss": 0.7808,
104
  "step": 1000
105
  },
106
  {
107
  "epoch": 1.4144271570014144,
108
- "eval_loss": 0.5279428958892822,
109
- "eval_runtime": 152.9768,
110
- "eval_samples_per_second": 36.973,
111
- "eval_steps_per_second": 4.622,
112
- "eval_wer": 0.4291084769080642,
113
  "step": 1000
114
  },
115
  {
116
  "epoch": 1.5558698727015559,
117
- "eval_loss": 0.5024306178092957,
118
- "eval_runtime": 152.8927,
119
- "eval_samples_per_second": 36.993,
120
- "eval_steps_per_second": 4.624,
121
- "eval_wer": 0.39940170529986724,
122
  "step": 1100
123
  },
124
  {
125
  "epoch": 1.6973125884016973,
126
- "eval_loss": 0.4894837439060211,
127
- "eval_runtime": 153.3103,
128
- "eval_samples_per_second": 36.892,
129
- "eval_steps_per_second": 4.612,
130
- "eval_wer": 0.3894514565436483,
131
  "step": 1200
132
  },
133
  {
134
  "epoch": 1.8387553041018387,
135
- "eval_loss": 0.4595918357372284,
136
- "eval_runtime": 153.0651,
137
- "eval_samples_per_second": 36.952,
138
- "eval_steps_per_second": 4.619,
139
- "eval_wer": 0.3695829534002016,
140
  "step": 1300
141
  },
142
  {
143
  "epoch": 1.9801980198019802,
144
- "eval_loss": 0.44729524850845337,
145
- "eval_runtime": 154.1998,
146
- "eval_samples_per_second": 36.68,
147
- "eval_steps_per_second": 4.585,
148
- "eval_wer": 0.3610884484330758,
149
  "step": 1400
150
  },
151
  {
152
  "epoch": 2.1216407355021216,
153
- "grad_norm": 0.8205087184906006,
154
  "learning_rate": 0.0001512,
155
- "loss": 0.6005,
156
  "step": 1500
157
  },
158
  {
159
  "epoch": 2.1216407355021216,
160
- "eval_loss": 0.43324384093284607,
161
- "eval_runtime": 150.9169,
162
- "eval_samples_per_second": 37.478,
163
- "eval_steps_per_second": 4.685,
164
- "eval_wer": 0.3474268528738942,
165
  "step": 1500
166
  },
167
  {
168
  "epoch": 2.263083451202263,
169
- "eval_loss": 0.4268616735935211,
170
- "eval_runtime": 152.3911,
171
- "eval_samples_per_second": 37.115,
172
- "eval_steps_per_second": 4.639,
173
- "eval_wer": 0.3418118411159636,
174
  "step": 1600
175
  },
176
  {
177
  "epoch": 2.4045261669024045,
178
- "eval_loss": 0.4155045449733734,
179
- "eval_runtime": 153.4832,
180
- "eval_samples_per_second": 36.851,
181
- "eval_steps_per_second": 4.606,
182
- "eval_wer": 0.33606885188206875,
183
  "step": 1700
184
  },
185
  {
186
  "epoch": 2.545968882602546,
187
- "eval_loss": 0.4121190905570984,
188
- "eval_runtime": 153.7529,
189
- "eval_samples_per_second": 36.786,
190
- "eval_steps_per_second": 4.598,
191
- "eval_wer": 0.32143142806865993,
192
  "step": 1800
193
  },
194
  {
195
  "epoch": 2.6874115983026874,
196
- "eval_loss": 0.4145391285419464,
197
- "eval_runtime": 159.3319,
198
- "eval_samples_per_second": 35.498,
199
- "eval_steps_per_second": 4.437,
200
- "eval_wer": 0.3366447505239078,
201
  "step": 1900
202
  },
203
  {
204
  "epoch": 2.828854314002829,
205
- "grad_norm": 0.8615767359733582,
206
  "learning_rate": 7.664999999999999e-05,
207
- "loss": 0.4666,
208
  "step": 2000
209
  },
210
  {
211
  "epoch": 2.828854314002829,
212
- "eval_loss": 0.39387884736061096,
213
- "eval_runtime": 153.1343,
214
- "eval_samples_per_second": 36.935,
215
- "eval_steps_per_second": 4.617,
216
- "eval_wer": 0.3114171905744589,
217
  "step": 2000
218
  },
219
  {
220
  "epoch": 2.9702970297029703,
221
- "eval_loss": 0.38894009590148926,
222
- "eval_runtime": 152.8789,
223
- "eval_samples_per_second": 36.997,
224
- "eval_steps_per_second": 4.625,
225
- "eval_wer": 0.30807377901489336,
226
  "step": 2100
227
  },
228
  {
229
  "epoch": 3.1117397454031117,
230
- "eval_loss": 0.3909347653388977,
231
- "eval_runtime": 154.4919,
232
- "eval_samples_per_second": 36.61,
233
- "eval_steps_per_second": 4.576,
234
- "eval_wer": 0.30644206619634945,
235
  "step": 2200
236
  },
237
  {
238
  "epoch": 3.253182461103253,
239
- "eval_loss": 0.3874327838420868,
240
- "eval_runtime": 153.3025,
241
- "eval_samples_per_second": 36.894,
242
- "eval_steps_per_second": 4.612,
243
- "eval_wer": 0.3015469277407176,
244
  "step": 2300
245
  },
246
  {
247
  "epoch": 3.3946251768033946,
248
- "eval_loss": 0.386868953704834,
249
- "eval_runtime": 153.0443,
250
- "eval_samples_per_second": 36.957,
251
- "eval_steps_per_second": 4.62,
252
- "eval_wer": 0.29833149365711636,
253
  "step": 2400
254
  },
255
  {
256
  "epoch": 3.536067892503536,
257
- "grad_norm": 0.6678842902183533,
258
  "learning_rate": 1.9499999999999995e-06,
259
- "loss": 0.3805,
260
  "step": 2500
261
  },
262
  {
263
  "epoch": 3.536067892503536,
264
- "eval_loss": 0.3846580684185028,
265
- "eval_runtime": 154.6331,
266
- "eval_samples_per_second": 36.577,
267
- "eval_steps_per_second": 4.572,
268
- "eval_wer": 0.29666778646958136,
269
  "step": 2500
270
  },
271
  {
272
  "epoch": 3.536067892503536,
273
  "step": 2500,
274
- "total_flos": 9.55129266706546e+18,
275
- "train_loss": 1.1546670959472656,
276
- "train_runtime": 6557.446,
277
- "train_samples_per_second": 12.2,
278
- "train_steps_per_second": 0.381
279
  }
280
  ],
281
  "logging_steps": 500,
@@ -283,7 +283,7 @@
283
  "num_input_tokens_seen": 0,
284
  "num_train_epochs": 4,
285
  "save_steps": 400,
286
- "total_flos": 9.55129266706546e+18,
287
  "train_batch_size": 16,
288
  "trial_name": null,
289
  "trial_params": null
 
10
  "log_history": [
11
  {
12
  "epoch": 0.14144271570014144,
13
+ "eval_loss": 4.031618595123291,
14
+ "eval_runtime": 161.4756,
15
+ "eval_samples_per_second": 35.027,
16
+ "eval_steps_per_second": 4.378,
17
  "eval_wer": 1.0,
18
  "step": 100
19
  },
20
  {
21
  "epoch": 0.2828854314002829,
22
+ "eval_loss": 3.0548782348632812,
23
+ "eval_runtime": 158.3539,
24
+ "eval_samples_per_second": 35.717,
25
+ "eval_steps_per_second": 4.465,
26
  "eval_wer": 1.0,
27
  "step": 200
28
  },
29
  {
30
  "epoch": 0.4243281471004243,
31
+ "eval_loss": 2.5533947944641113,
32
+ "eval_runtime": 158.9465,
33
+ "eval_samples_per_second": 35.584,
34
+ "eval_steps_per_second": 4.448,
35
+ "eval_wer": 0.9862296976311228,
36
  "step": 300
37
  },
38
  {
39
  "epoch": 0.5657708628005658,
40
+ "eval_loss": 1.4279608726501465,
41
+ "eval_runtime": 159.2587,
42
+ "eval_samples_per_second": 35.515,
43
+ "eval_steps_per_second": 4.439,
44
+ "eval_wer": 0.8846536560313283,
45
  "step": 400
46
  },
47
  {
48
  "epoch": 0.7072135785007072,
49
+ "grad_norm": 1.9099421501159668,
50
  "learning_rate": 0.00029699999999999996,
51
+ "loss": 3.6818,
52
  "step": 500
53
  },
54
  {
55
  "epoch": 0.7072135785007072,
56
+ "eval_loss": 1.1378353834152222,
57
+ "eval_runtime": 160.4319,
58
+ "eval_samples_per_second": 35.255,
59
+ "eval_steps_per_second": 4.407,
60
+ "eval_wer": 0.7958368106824164,
61
  "step": 500
62
  },
63
  {
64
  "epoch": 0.8486562942008486,
65
+ "eval_loss": 0.9263126254081726,
66
+ "eval_runtime": 159.8222,
67
+ "eval_samples_per_second": 35.389,
68
+ "eval_steps_per_second": 4.424,
69
+ "eval_wer": 0.6777299865185851,
70
  "step": 600
71
  },
72
  {
73
  "epoch": 0.9900990099009901,
74
+ "eval_loss": 0.8501134514808655,
75
+ "eval_runtime": 160.338,
76
+ "eval_samples_per_second": 35.275,
77
+ "eval_steps_per_second": 4.409,
78
+ "eval_wer": 0.6388104256275278,
79
  "step": 700
80
  },
81
  {
82
  "epoch": 1.1315417256011315,
83
+ "eval_loss": 0.6984566450119019,
84
+ "eval_runtime": 159.8325,
85
+ "eval_samples_per_second": 35.387,
86
+ "eval_steps_per_second": 4.423,
87
+ "eval_wer": 0.5563972523592476,
88
  "step": 800
89
  },
90
  {
91
  "epoch": 1.272984441301273,
92
+ "eval_loss": 0.6664860248565674,
93
+ "eval_runtime": 162.9316,
94
+ "eval_samples_per_second": 34.714,
95
+ "eval_steps_per_second": 4.339,
96
+ "eval_wer": 0.5401393079540348,
97
  "step": 900
98
  },
99
  {
100
  "epoch": 1.4144271570014144,
101
+ "grad_norm": 0.8423302173614502,
102
  "learning_rate": 0.00022574999999999996,
103
+ "loss": 0.895,
104
  "step": 1000
105
  },
106
  {
107
  "epoch": 1.4144271570014144,
108
+ "eval_loss": 0.6228350400924683,
109
+ "eval_runtime": 161.5875,
110
+ "eval_samples_per_second": 35.003,
111
+ "eval_steps_per_second": 4.375,
112
+ "eval_wer": 0.5000802465173011,
113
  "step": 1000
114
  },
115
  {
116
  "epoch": 1.5558698727015559,
117
+ "eval_loss": 0.5974757075309753,
118
+ "eval_runtime": 160.961,
119
+ "eval_samples_per_second": 35.139,
120
+ "eval_steps_per_second": 4.392,
121
+ "eval_wer": 0.48359761186364514,
122
  "step": 1100
123
  },
124
  {
125
  "epoch": 1.6973125884016973,
126
+ "eval_loss": 0.5826218128204346,
127
+ "eval_runtime": 162.2219,
128
+ "eval_samples_per_second": 34.866,
129
+ "eval_steps_per_second": 4.358,
130
+ "eval_wer": 0.4677248507414778,
131
  "step": 1200
132
  },
133
  {
134
  "epoch": 1.8387553041018387,
135
+ "eval_loss": 0.5473496317863464,
136
+ "eval_runtime": 164.7294,
137
+ "eval_samples_per_second": 34.335,
138
+ "eval_steps_per_second": 4.292,
139
+ "eval_wer": 0.4512903639982025,
140
  "step": 1300
141
  },
142
  {
143
  "epoch": 1.9801980198019802,
144
+ "eval_loss": 0.5284178256988525,
145
+ "eval_runtime": 168.0547,
146
+ "eval_samples_per_second": 33.656,
147
+ "eval_steps_per_second": 4.207,
148
+ "eval_wer": 0.4376966039673878,
149
  "step": 1400
150
  },
151
  {
152
  "epoch": 2.1216407355021216,
153
+ "grad_norm": 1.0099021196365356,
154
  "learning_rate": 0.0001512,
155
+ "loss": 0.687,
156
  "step": 1500
157
  },
158
  {
159
  "epoch": 2.1216407355021216,
160
+ "eval_loss": 0.5137470960617065,
161
+ "eval_runtime": 160.3266,
162
+ "eval_samples_per_second": 35.278,
163
+ "eval_steps_per_second": 4.41,
164
+ "eval_wer": 0.42363741413622646,
165
  "step": 1500
166
  },
167
  {
168
  "epoch": 2.263083451202263,
169
+ "eval_loss": 0.5110819339752197,
170
+ "eval_runtime": 161.254,
171
+ "eval_samples_per_second": 35.075,
172
+ "eval_steps_per_second": 4.384,
173
+ "eval_wer": 0.4103004429607755,
174
  "step": 1600
175
  },
176
  {
177
  "epoch": 2.4045261669024045,
178
+ "eval_loss": 0.49603915214538574,
179
+ "eval_runtime": 160.5657,
180
+ "eval_samples_per_second": 35.225,
181
+ "eval_steps_per_second": 4.403,
182
+ "eval_wer": 0.4084226744559286,
183
  "step": 1700
184
  },
185
  {
186
  "epoch": 2.545968882602546,
187
+ "eval_loss": 0.4876905679702759,
188
+ "eval_runtime": 161.8676,
189
+ "eval_samples_per_second": 34.942,
190
+ "eval_steps_per_second": 4.368,
191
+ "eval_wer": 0.40148937536110935,
192
  "step": 1800
193
  },
194
  {
195
  "epoch": 2.6874115983026874,
196
+ "eval_loss": 0.47859108448028564,
197
+ "eval_runtime": 161.5548,
198
+ "eval_samples_per_second": 35.01,
199
+ "eval_steps_per_second": 4.376,
200
+ "eval_wer": 0.39929062078705785,
201
  "step": 1900
202
  },
203
  {
204
  "epoch": 2.828854314002829,
205
+ "grad_norm": 0.5755736231803894,
206
  "learning_rate": 7.664999999999999e-05,
207
+ "loss": 0.5319,
208
  "step": 2000
209
  },
210
  {
211
  "epoch": 2.828854314002829,
212
+ "eval_loss": 0.47312092781066895,
213
+ "eval_runtime": 162.5051,
214
+ "eval_samples_per_second": 34.805,
215
+ "eval_steps_per_second": 4.351,
216
+ "eval_wer": 0.39299929383064774,
217
  "step": 2000
218
  },
219
  {
220
  "epoch": 2.9702970297029703,
221
+ "eval_loss": 0.4668172001838684,
222
+ "eval_runtime": 162.21,
223
+ "eval_samples_per_second": 34.868,
224
+ "eval_steps_per_second": 4.359,
225
+ "eval_wer": 0.3877190729922321,
226
  "step": 2100
227
  },
228
  {
229
  "epoch": 3.1117397454031117,
230
+ "eval_loss": 0.46727854013442993,
231
+ "eval_runtime": 161.4684,
232
+ "eval_samples_per_second": 35.029,
233
+ "eval_steps_per_second": 4.379,
234
+ "eval_wer": 0.3849585927970726,
235
  "step": 2200
236
  },
237
  {
238
  "epoch": 3.253182461103253,
239
+ "eval_loss": 0.46300554275512695,
240
+ "eval_runtime": 161.1936,
241
+ "eval_samples_per_second": 35.088,
242
+ "eval_steps_per_second": 4.386,
243
+ "eval_wer": 0.3804326892212878,
244
  "step": 2300
245
  },
246
  {
247
  "epoch": 3.3946251768033946,
248
+ "eval_loss": 0.4593857228755951,
249
+ "eval_runtime": 161.5089,
250
+ "eval_samples_per_second": 35.02,
251
+ "eval_steps_per_second": 4.377,
252
+ "eval_wer": 0.3768697438531168,
253
  "step": 2400
254
  },
255
  {
256
  "epoch": 3.536067892503536,
257
+ "grad_norm": 0.887208104133606,
258
  "learning_rate": 1.9499999999999995e-06,
259
+ "loss": 0.4355,
260
  "step": 2500
261
  },
262
  {
263
  "epoch": 3.536067892503536,
264
+ "eval_loss": 0.4583967626094818,
265
+ "eval_runtime": 162.1219,
266
+ "eval_samples_per_second": 34.887,
267
+ "eval_steps_per_second": 4.361,
268
+ "eval_wer": 0.37831418116453747,
269
  "step": 2500
270
  },
271
  {
272
  "epoch": 3.536067892503536,
273
  "step": 2500,
274
+ "total_flos": 9.55169606524761e+18,
275
+ "train_loss": 1.2462444946289062,
276
+ "train_runtime": 6962.0027,
277
+ "train_samples_per_second": 11.491,
278
+ "train_steps_per_second": 0.359
279
  }
280
  ],
281
  "logging_steps": 500,
 
283
  "num_input_tokens_seen": 0,
284
  "num_train_epochs": 4,
285
  "save_steps": 400,
286
+ "total_flos": 9.55169606524761e+18,
287
  "train_batch_size": 16,
288
  "trial_name": null,
289
  "trial_params": null