DewiBrynJones commited on
Commit
e2493aa
1 Parent(s): f0d36e2

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: 0.4159
21
  - Wer: 0.3171
 
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: 0.4159
23
  - Wer: 0.3171
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
  "epoch": 3.6775106082036775,
3
- "eval_loss": 0.41045042872428894,
4
- "eval_runtime": 151.6211,
5
  "eval_samples": 5656,
6
- "eval_samples_per_second": 37.304,
7
- "eval_steps_per_second": 4.663,
8
- "eval_wer": 0.3136203880534737,
9
- "total_flos": 9.93123920141323e+18,
10
- "train_loss": 1.040142478942871,
11
- "train_runtime": 6732.1803,
12
  "train_samples": 22621,
13
- "train_samples_per_second": 12.359,
14
- "train_steps_per_second": 0.386
15
  }
 
1
  {
2
  "epoch": 3.6775106082036775,
3
+ "eval_loss": 0.4158582091331482,
4
+ "eval_runtime": 162.0151,
5
  "eval_samples": 5656,
6
+ "eval_samples_per_second": 34.91,
7
+ "eval_steps_per_second": 4.364,
8
+ "eval_wer": 0.3171350162892587,
9
+ "total_flos": 9.931497341662648e+18,
10
+ "train_loss": 1.0819015429570125,
11
+ "train_runtime": 7138.5232,
12
  "train_samples": 22621,
13
+ "train_samples_per_second": 11.655,
14
+ "train_steps_per_second": 0.364
15
  }
eval_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.6775106082036775,
3
- "eval_loss": 0.41045042872428894,
4
- "eval_runtime": 151.6211,
5
  "eval_samples": 5656,
6
- "eval_samples_per_second": 37.304,
7
- "eval_steps_per_second": 4.663,
8
- "eval_wer": 0.3136203880534737
9
  }
 
1
  {
2
  "epoch": 3.6775106082036775,
3
+ "eval_loss": 0.4158582091331482,
4
+ "eval_runtime": 162.0151,
5
  "eval_samples": 5656,
6
+ "eval_samples_per_second": 34.91,
7
+ "eval_steps_per_second": 4.364,
8
+ "eval_wer": 0.3171350162892587
9
  }
runs/May17_07-56-01_2e698a9c250f/events.out.tfevents.1715936676.2e698a9c250f.3965.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1760110344ee9b88297ea2ffcbe874107a3a12cb3b4993d80c29cbe3f5fd8177
3
+ size 406
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.6775106082036775,
3
- "total_flos": 9.93123920141323e+18,
4
- "train_loss": 1.040142478942871,
5
- "train_runtime": 6732.1803,
6
  "train_samples": 22621,
7
- "train_samples_per_second": 12.359,
8
- "train_steps_per_second": 0.386
9
  }
 
1
  {
2
  "epoch": 3.6775106082036775,
3
+ "total_flos": 9.931497341662648e+18,
4
+ "train_loss": 1.0819015429570125,
5
+ "train_runtime": 7138.5232,
6
  "train_samples": 22621,
7
+ "train_samples_per_second": 11.655,
8
+ "train_steps_per_second": 0.364
9
  }
trainer_state.json CHANGED
@@ -10,281 +10,281 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.14144271570014144,
13
- "eval_loss": 3.2194931507110596,
14
- "eval_runtime": 152.4732,
15
- "eval_samples_per_second": 37.095,
16
- "eval_steps_per_second": 4.637,
17
  "eval_wer": 1.0,
18
  "step": 100
19
  },
20
  {
21
  "epoch": 0.2828854314002829,
22
- "eval_loss": 3.1180293560028076,
23
- "eval_runtime": 149.651,
24
- "eval_samples_per_second": 37.795,
25
- "eval_steps_per_second": 4.724,
26
  "eval_wer": 1.0,
27
  "step": 200
28
  },
29
  {
30
  "epoch": 0.4243281471004243,
31
- "eval_loss": 1.7235759496688843,
32
- "eval_runtime": 150.6233,
33
- "eval_samples_per_second": 37.551,
34
- "eval_steps_per_second": 4.694,
35
- "eval_wer": 0.9364317696714866,
36
  "step": 300
37
  },
38
  {
39
  "epoch": 0.5657708628005658,
40
- "eval_loss": 1.157871127128601,
41
- "eval_runtime": 150.7722,
42
- "eval_samples_per_second": 37.514,
43
- "eval_steps_per_second": 4.689,
44
- "eval_wer": 0.76277061834989,
45
  "step": 400
46
  },
47
  {
48
  "epoch": 0.7072135785007072,
49
- "grad_norm": 2.786440372467041,
50
- "learning_rate": 0.0002964,
51
- "loss": 3.0279,
52
  "step": 500
53
  },
54
  {
55
  "epoch": 0.7072135785007072,
56
- "eval_loss": 0.9558188319206238,
57
- "eval_runtime": 149.998,
58
- "eval_samples_per_second": 37.707,
59
- "eval_steps_per_second": 4.713,
60
- "eval_wer": 0.6721285166343022,
61
  "step": 500
62
  },
63
  {
64
  "epoch": 0.8486562942008486,
65
- "eval_loss": 0.8188507556915283,
66
- "eval_runtime": 150.6554,
67
- "eval_samples_per_second": 37.543,
68
- "eval_steps_per_second": 4.693,
69
- "eval_wer": 0.6423905891415641,
70
  "step": 600
71
  },
72
  {
73
  "epoch": 0.9900990099009901,
74
- "eval_loss": 0.6972773671150208,
75
- "eval_runtime": 152.1964,
76
- "eval_samples_per_second": 37.163,
77
- "eval_steps_per_second": 4.645,
78
- "eval_wer": 0.5163775256375279,
79
  "step": 700
80
  },
81
  {
82
  "epoch": 1.1315417256011315,
83
- "eval_loss": 0.6183159947395325,
84
- "eval_runtime": 151.4826,
85
- "eval_samples_per_second": 37.338,
86
- "eval_steps_per_second": 4.667,
87
- "eval_wer": 0.4751809471842853,
88
  "step": 800
89
  },
90
  {
91
  "epoch": 1.272984441301273,
92
- "eval_loss": 0.5935864448547363,
93
- "eval_runtime": 150.8934,
94
- "eval_samples_per_second": 37.483,
95
- "eval_steps_per_second": 4.685,
96
- "eval_wer": 0.47028614530339746,
97
  "step": 900
98
  },
99
  {
100
  "epoch": 1.4144271570014144,
101
- "grad_norm": 1.0183278322219849,
102
- "learning_rate": 0.0002294285714285714,
103
- "loss": 0.7925,
104
  "step": 1000
105
  },
106
  {
107
  "epoch": 1.4144271570014144,
108
- "eval_loss": 0.5497952103614807,
109
- "eval_runtime": 151.0928,
110
- "eval_samples_per_second": 37.434,
111
- "eval_steps_per_second": 4.679,
112
- "eval_wer": 0.4304055463722296,
113
  "step": 1000
114
  },
115
  {
116
  "epoch": 1.5558698727015559,
117
- "eval_loss": 0.5285686254501343,
118
- "eval_runtime": 151.3525,
119
- "eval_samples_per_second": 37.37,
120
- "eval_steps_per_second": 4.671,
121
- "eval_wer": 0.4148224230071737,
122
  "step": 1100
123
  },
124
  {
125
  "epoch": 1.6973125884016973,
126
- "eval_loss": 0.5129849314689636,
127
- "eval_runtime": 151.9884,
128
- "eval_samples_per_second": 37.213,
129
- "eval_steps_per_second": 4.652,
130
- "eval_wer": 0.39739371860506173,
131
  "step": 1200
132
  },
133
  {
134
  "epoch": 1.8387553041018387,
135
- "eval_loss": 0.48775196075439453,
136
- "eval_runtime": 152.7263,
137
- "eval_samples_per_second": 37.034,
138
- "eval_steps_per_second": 4.629,
139
- "eval_wer": 0.3863844265057534,
140
  "step": 1300
141
  },
142
  {
143
  "epoch": 1.9801980198019802,
144
- "eval_loss": 0.4740111827850342,
145
- "eval_runtime": 152.3303,
146
- "eval_samples_per_second": 37.13,
147
- "eval_steps_per_second": 4.641,
148
- "eval_wer": 0.3733209224695479,
149
  "step": 1400
150
  },
151
  {
152
  "epoch": 2.1216407355021216,
153
- "grad_norm": 0.966443657875061,
154
- "learning_rate": 0.0001584285714285714,
155
- "loss": 0.62,
156
  "step": 1500
157
  },
158
  {
159
  "epoch": 2.1216407355021216,
160
- "eval_loss": 0.45776596665382385,
161
- "eval_runtime": 152.151,
162
- "eval_samples_per_second": 37.174,
163
- "eval_steps_per_second": 4.647,
164
- "eval_wer": 0.3593266036494359,
165
  "step": 1500
166
  },
167
  {
168
  "epoch": 2.263083451202263,
169
- "eval_loss": 0.45351675152778625,
170
- "eval_runtime": 151.9696,
171
- "eval_samples_per_second": 37.218,
172
- "eval_steps_per_second": 4.652,
173
- "eval_wer": 0.35000240727961357,
174
  "step": 1600
175
  },
176
  {
177
  "epoch": 2.4045261669024045,
178
- "eval_loss": 0.44846034049987793,
179
- "eval_runtime": 152.2898,
180
- "eval_samples_per_second": 37.14,
181
- "eval_steps_per_second": 4.642,
182
- "eval_wer": 0.3496814366644734,
183
  "step": 1700
184
  },
185
  {
186
  "epoch": 2.545968882602546,
187
- "eval_loss": 0.4373452067375183,
188
- "eval_runtime": 152.3551,
189
- "eval_samples_per_second": 37.124,
190
- "eval_steps_per_second": 4.64,
191
- "eval_wer": 0.34305339346182856,
192
  "step": 1800
193
  },
194
  {
195
  "epoch": 2.6874115983026874,
196
- "eval_loss": 0.4362298250198364,
197
- "eval_runtime": 151.9091,
198
- "eval_samples_per_second": 37.233,
199
- "eval_steps_per_second": 4.654,
200
- "eval_wer": 0.34286081109274447,
201
  "step": 1900
202
  },
203
  {
204
  "epoch": 2.828854314002829,
205
- "grad_norm": 0.6778371334075928,
206
- "learning_rate": 8.742857142857142e-05,
207
- "loss": 0.4879,
208
  "step": 2000
209
  },
210
  {
211
  "epoch": 2.828854314002829,
212
- "eval_loss": 0.4235607981681824,
213
- "eval_runtime": 152.5551,
214
- "eval_samples_per_second": 37.075,
215
- "eval_steps_per_second": 4.634,
216
- "eval_wer": 0.33270209112355764,
217
  "step": 2000
218
  },
219
  {
220
  "epoch": 2.9702970297029703,
221
- "eval_loss": 0.4171510338783264,
222
- "eval_runtime": 152.8349,
223
- "eval_samples_per_second": 37.007,
224
- "eval_steps_per_second": 4.626,
225
- "eval_wer": 0.3256728346519876,
226
  "step": 2100
227
  },
228
  {
229
  "epoch": 3.1117397454031117,
230
- "eval_loss": 0.4206392467021942,
231
- "eval_runtime": 152.8774,
232
- "eval_samples_per_second": 36.997,
233
- "eval_steps_per_second": 4.625,
234
- "eval_wer": 0.32169279902424935,
235
  "step": 2200
236
  },
237
  {
238
  "epoch": 3.253182461103253,
239
- "eval_loss": 0.41660308837890625,
240
- "eval_runtime": 152.074,
241
- "eval_samples_per_second": 37.192,
242
- "eval_steps_per_second": 4.649,
243
- "eval_wer": 0.3198632665179503,
244
  "step": 2300
245
  },
246
  {
247
  "epoch": 3.3946251768033946,
248
- "eval_loss": 0.41343268752098083,
249
- "eval_runtime": 152.5935,
250
- "eval_samples_per_second": 37.066,
251
- "eval_steps_per_second": 4.633,
252
- "eval_wer": 0.3172955015968288,
253
  "step": 2400
254
  },
255
  {
256
  "epoch": 3.536067892503536,
257
- "grad_norm": 0.7615213990211487,
258
- "learning_rate": 1.6285714285714283e-05,
259
- "loss": 0.4036,
260
  "step": 2500
261
  },
262
  {
263
  "epoch": 3.536067892503536,
264
- "eval_loss": 0.41102421283721924,
265
- "eval_runtime": 151.5019,
266
- "eval_samples_per_second": 37.333,
267
- "eval_steps_per_second": 4.667,
268
- "eval_wer": 0.31594742501324,
269
  "step": 2500
270
  },
271
  {
272
  "epoch": 3.6775106082036775,
273
- "eval_loss": 0.41045042872428894,
274
- "eval_runtime": 152.2158,
275
- "eval_samples_per_second": 37.158,
276
- "eval_steps_per_second": 4.645,
277
- "eval_wer": 0.3136203880534737,
278
  "step": 2600
279
  },
280
  {
281
  "epoch": 3.6775106082036775,
282
  "step": 2600,
283
- "total_flos": 9.93123920141323e+18,
284
- "train_loss": 1.040142478942871,
285
- "train_runtime": 6732.1803,
286
- "train_samples_per_second": 12.359,
287
- "train_steps_per_second": 0.386
288
  }
289
  ],
290
  "logging_steps": 500,
@@ -292,7 +292,7 @@
292
  "num_input_tokens_seen": 0,
293
  "num_train_epochs": 4,
294
  "save_steps": 400,
295
- "total_flos": 9.93123920141323e+18,
296
  "train_batch_size": 16,
297
  "trial_name": null,
298
  "trial_params": null
 
10
  "log_history": [
11
  {
12
  "epoch": 0.14144271570014144,
13
+ "eval_loss": 3.3999907970428467,
14
+ "eval_runtime": 162.0918,
15
+ "eval_samples_per_second": 34.894,
16
+ "eval_steps_per_second": 4.362,
17
  "eval_wer": 1.0,
18
  "step": 100
19
  },
20
  {
21
  "epoch": 0.2828854314002829,
22
+ "eval_loss": 2.9512617588043213,
23
+ "eval_runtime": 159.7591,
24
+ "eval_samples_per_second": 35.403,
25
+ "eval_steps_per_second": 4.425,
26
  "eval_wer": 1.0,
27
  "step": 200
28
  },
29
  {
30
  "epoch": 0.4243281471004243,
31
+ "eval_loss": 1.9453805685043335,
32
+ "eval_runtime": 160.8922,
33
+ "eval_samples_per_second": 35.154,
34
+ "eval_steps_per_second": 4.394,
35
+ "eval_wer": 0.9325480252282904,
36
  "step": 300
37
  },
38
  {
39
  "epoch": 0.5657708628005658,
40
+ "eval_loss": 1.1412426233291626,
41
+ "eval_runtime": 161.9235,
42
+ "eval_samples_per_second": 34.93,
43
+ "eval_steps_per_second": 4.366,
44
+ "eval_wer": 0.773025629503619,
45
  "step": 400
46
  },
47
  {
48
  "epoch": 0.7072135785007072,
49
+ "grad_norm": 2.79933500289917,
50
+ "learning_rate": 0.00029699999999999996,
51
+ "loss": 3.2243,
52
  "step": 500
53
  },
54
  {
55
  "epoch": 0.7072135785007072,
56
+ "eval_loss": 0.9250076413154602,
57
+ "eval_runtime": 160.568,
58
+ "eval_samples_per_second": 35.225,
59
+ "eval_steps_per_second": 4.403,
60
+ "eval_wer": 0.67890099661376,
61
  "step": 500
62
  },
63
  {
64
  "epoch": 0.8486562942008486,
65
+ "eval_loss": 0.8018025159835815,
66
+ "eval_runtime": 160.6715,
67
+ "eval_samples_per_second": 35.202,
68
+ "eval_steps_per_second": 4.4,
69
+ "eval_wer": 0.5982892266213028,
70
  "step": 600
71
  },
72
  {
73
  "epoch": 0.9900990099009901,
74
+ "eval_loss": 0.7181887030601501,
75
+ "eval_runtime": 160.5511,
76
+ "eval_samples_per_second": 35.229,
77
+ "eval_steps_per_second": 4.404,
78
+ "eval_wer": 0.5408675835727239,
79
  "step": 700
80
  },
81
  {
82
  "epoch": 1.1315417256011315,
83
+ "eval_loss": 0.6198393106460571,
84
+ "eval_runtime": 161.1454,
85
+ "eval_samples_per_second": 35.099,
86
+ "eval_steps_per_second": 4.387,
87
+ "eval_wer": 0.4769944311598273,
88
  "step": 800
89
  },
90
  {
91
  "epoch": 1.272984441301273,
92
+ "eval_loss": 0.6102356910705566,
93
+ "eval_runtime": 160.7517,
94
+ "eval_samples_per_second": 35.185,
95
+ "eval_steps_per_second": 4.398,
96
+ "eval_wer": 0.47124905714881804,
97
  "step": 900
98
  },
99
  {
100
  "epoch": 1.4144271570014144,
101
+ "grad_norm": 1.0946769714355469,
102
+ "learning_rate": 0.00022928571428571426,
103
+ "loss": 0.7983,
104
  "step": 1000
105
  },
106
  {
107
  "epoch": 1.4144271570014144,
108
+ "eval_loss": 0.5605342984199524,
109
+ "eval_runtime": 160.7985,
110
+ "eval_samples_per_second": 35.174,
111
+ "eval_steps_per_second": 4.397,
112
+ "eval_wer": 0.4425863812167996,
113
  "step": 1000
114
  },
115
  {
116
  "epoch": 1.5558698727015559,
117
+ "eval_loss": 0.5336170196533203,
118
+ "eval_runtime": 160.9878,
119
+ "eval_samples_per_second": 35.133,
120
+ "eval_steps_per_second": 4.392,
121
+ "eval_wer": 0.4162186451830335,
122
  "step": 1100
123
  },
124
  {
125
  "epoch": 1.6973125884016973,
126
+ "eval_loss": 0.5258753299713135,
127
+ "eval_runtime": 161.623,
128
+ "eval_samples_per_second": 34.995,
129
+ "eval_steps_per_second": 4.374,
130
+ "eval_wer": 0.41161271685577183,
131
  "step": 1200
132
  },
133
  {
134
  "epoch": 1.8387553041018387,
135
+ "eval_loss": 0.4960057735443115,
136
+ "eval_runtime": 161.2649,
137
+ "eval_samples_per_second": 35.073,
138
+ "eval_steps_per_second": 4.384,
139
+ "eval_wer": 0.3872349986358749,
140
  "step": 1300
141
  },
142
  {
143
  "epoch": 1.9801980198019802,
144
+ "eval_loss": 0.48569169640541077,
145
+ "eval_runtime": 161.7331,
146
+ "eval_samples_per_second": 34.971,
147
+ "eval_steps_per_second": 4.371,
148
+ "eval_wer": 0.38676959124392163,
149
  "step": 1400
150
  },
151
  {
152
  "epoch": 2.1216407355021216,
153
+ "grad_norm": 1.4740066528320312,
154
+ "learning_rate": 0.0001582857142857143,
155
+ "loss": 0.6274,
156
  "step": 1500
157
  },
158
  {
159
  "epoch": 2.1216407355021216,
160
+ "eval_loss": 0.46894121170043945,
161
+ "eval_runtime": 161.6698,
162
+ "eval_samples_per_second": 34.985,
163
+ "eval_steps_per_second": 4.373,
164
+ "eval_wer": 0.36555343358315545,
165
  "step": 1500
166
  },
167
  {
168
  "epoch": 2.263083451202263,
169
+ "eval_loss": 0.4679875373840332,
170
+ "eval_runtime": 161.7805,
171
+ "eval_samples_per_second": 34.961,
172
+ "eval_steps_per_second": 4.37,
173
+ "eval_wer": 0.3562131886825761,
174
  "step": 1600
175
  },
176
  {
177
  "epoch": 2.4045261669024045,
178
+ "eval_loss": 0.4536493718624115,
179
+ "eval_runtime": 162.2799,
180
+ "eval_samples_per_second": 34.853,
181
+ "eval_steps_per_second": 4.357,
182
+ "eval_wer": 0.3535330840461556,
183
  "step": 1700
184
  },
185
  {
186
  "epoch": 2.545968882602546,
187
+ "eval_loss": 0.44862428307533264,
188
+ "eval_runtime": 161.7828,
189
+ "eval_samples_per_second": 34.96,
190
+ "eval_steps_per_second": 4.37,
191
+ "eval_wer": 0.3500826499333986,
192
  "step": 1800
193
  },
194
  {
195
  "epoch": 2.6874115983026874,
196
+ "eval_loss": 0.43955981731414795,
197
+ "eval_runtime": 162.5762,
198
+ "eval_samples_per_second": 34.79,
199
+ "eval_steps_per_second": 4.349,
200
+ "eval_wer": 0.35051596026383786,
201
  "step": 1900
202
  },
203
  {
204
  "epoch": 2.828854314002829,
205
+ "grad_norm": 0.927208662033081,
206
+ "learning_rate": 8.728571428571428e-05,
207
+ "loss": 0.4939,
208
  "step": 2000
209
  },
210
  {
211
  "epoch": 2.828854314002829,
212
+ "eval_loss": 0.4298574924468994,
213
+ "eval_runtime": 162.5099,
214
+ "eval_samples_per_second": 34.804,
215
+ "eval_steps_per_second": 4.351,
216
+ "eval_wer": 0.3340020221148754,
217
  "step": 2000
218
  },
219
  {
220
  "epoch": 2.9702970297029703,
221
+ "eval_loss": 0.4291674494743347,
222
+ "eval_runtime": 162.0566,
223
+ "eval_samples_per_second": 34.901,
224
+ "eval_steps_per_second": 4.363,
225
+ "eval_wer": 0.33114538364012774,
226
  "step": 2100
227
  },
228
  {
229
  "epoch": 3.1117397454031117,
230
+ "eval_loss": 0.42761147022247314,
231
+ "eval_runtime": 162.7807,
232
+ "eval_samples_per_second": 34.746,
233
+ "eval_steps_per_second": 4.343,
234
+ "eval_wer": 0.3270690568278474,
235
  "step": 2200
236
  },
237
  {
238
  "epoch": 3.253182461103253,
239
+ "eval_loss": 0.4232628345489502,
240
+ "eval_runtime": 161.9234,
241
+ "eval_samples_per_second": 34.93,
242
+ "eval_steps_per_second": 4.366,
243
+ "eval_wer": 0.3260419508593988,
244
  "step": 2300
245
  },
246
  {
247
  "epoch": 3.3946251768033946,
248
+ "eval_loss": 0.4192351996898651,
249
+ "eval_runtime": 162.4093,
250
+ "eval_samples_per_second": 34.826,
251
+ "eval_steps_per_second": 4.353,
252
+ "eval_wer": 0.32230264319301566,
253
  "step": 2400
254
  },
255
  {
256
  "epoch": 3.536067892503536,
257
+ "grad_norm": 0.7725916504859924,
258
+ "learning_rate": 1.614285714285714e-05,
259
+ "loss": 0.4072,
260
  "step": 2500
261
  },
262
  {
263
  "epoch": 3.536067892503536,
264
+ "eval_loss": 0.4178767800331116,
265
+ "eval_runtime": 162.2884,
266
+ "eval_samples_per_second": 34.852,
267
+ "eval_steps_per_second": 4.356,
268
+ "eval_wer": 0.31946205324902505,
269
  "step": 2500
270
  },
271
  {
272
  "epoch": 3.6775106082036775,
273
+ "eval_loss": 0.4158582091331482,
274
+ "eval_runtime": 162.2061,
275
+ "eval_samples_per_second": 34.869,
276
+ "eval_steps_per_second": 4.359,
277
+ "eval_wer": 0.3171350162892587,
278
  "step": 2600
279
  },
280
  {
281
  "epoch": 3.6775106082036775,
282
  "step": 2600,
283
+ "total_flos": 9.931497341662648e+18,
284
+ "train_loss": 1.0819015429570125,
285
+ "train_runtime": 7138.5232,
286
+ "train_samples_per_second": 11.655,
287
+ "train_steps_per_second": 0.364
288
  }
289
  ],
290
  "logging_steps": 500,
 
292
  "num_input_tokens_seen": 0,
293
  "num_train_epochs": 4,
294
  "save_steps": 400,
295
+ "total_flos": 9.931497341662648e+18,
296
  "train_batch_size": 16,
297
  "trial_name": null,
298
  "trial_params": null