File size: 9,009 Bytes
cfee215
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.361930294906166,
  "eval_steps": 200,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "learning_rate": 5e-05,
      "loss": 0.0467,
      "step": 100
    },
    {
      "epoch": 0.36,
      "learning_rate": 4.994863481875841e-05,
      "loss": 0.0433,
      "step": 200
    },
    {
      "epoch": 0.36,
      "eval_f1_score": 0.6251468860164512,
      "eval_label_f1": 0.8319623971797884,
      "eval_loss": 0.05231842026114464,
      "eval_runtime": 457.2641,
      "eval_samples_per_second": 2.187,
      "eval_steps_per_second": 0.547,
      "eval_wer": 0.10434244136543076,
      "step": 200
    },
    {
      "epoch": 0.54,
      "learning_rate": 4.979475034558115e-05,
      "loss": 0.0402,
      "step": 300
    },
    {
      "epoch": 0.71,
      "learning_rate": 4.9538978924776634e-05,
      "loss": 0.0391,
      "step": 400
    },
    {
      "epoch": 0.71,
      "eval_f1_score": 0.6206896551724138,
      "eval_label_f1": 0.8346394984326019,
      "eval_loss": 0.050447478890419006,
      "eval_runtime": 457.7184,
      "eval_samples_per_second": 2.185,
      "eval_steps_per_second": 0.546,
      "eval_wer": 0.10472946822509482,
      "step": 400
    },
    {
      "epoch": 0.89,
      "learning_rate": 4.9182371575975736e-05,
      "loss": 0.037,
      "step": 500
    },
    {
      "epoch": 1.07,
      "learning_rate": 4.8726393675266716e-05,
      "loss": 0.0381,
      "step": 600
    },
    {
      "epoch": 1.07,
      "eval_f1_score": 0.6142467886337096,
      "eval_label_f1": 0.8322304398598676,
      "eval_loss": 0.049576789140701294,
      "eval_runtime": 458.238,
      "eval_samples_per_second": 2.182,
      "eval_steps_per_second": 0.546,
      "eval_wer": 0.10654849446551591,
      "step": 600
    },
    {
      "epoch": 1.25,
      "learning_rate": 4.817291893365055e-05,
      "loss": 0.037,
      "step": 700
    },
    {
      "epoch": 1.43,
      "learning_rate": 4.752422169756048e-05,
      "loss": 0.0374,
      "step": 800
    },
    {
      "epoch": 1.43,
      "eval_f1_score": 0.6158081006685017,
      "eval_label_f1": 0.8360204482894219,
      "eval_loss": 0.04838084056973457,
      "eval_runtime": 456.7741,
      "eval_samples_per_second": 2.189,
      "eval_steps_per_second": 0.547,
      "eval_wer": 0.10705162938307919,
      "step": 800
    },
    {
      "epoch": 1.61,
      "learning_rate": 4.678296760308474e-05,
      "loss": 0.0375,
      "step": 900
    },
    {
      "epoch": 1.79,
      "learning_rate": 4.595220262229601e-05,
      "loss": 0.0374,
      "step": 1000
    },
    {
      "epoch": 1.79,
      "eval_f1_score": 0.6155063291139241,
      "eval_label_f1": 0.8370253164556962,
      "eval_loss": 0.047435563057661057,
      "eval_runtime": 463.3137,
      "eval_samples_per_second": 2.158,
      "eval_steps_per_second": 0.54,
      "eval_wer": 0.10693552132517997,
      "step": 1000
    },
    {
      "epoch": 1.97,
      "learning_rate": 4.503534054669892e-05,
      "loss": 0.0379,
      "step": 1100
    },
    {
      "epoch": 2.14,
      "learning_rate": 4.4036148959228365e-05,
      "loss": 0.0342,
      "step": 1200
    },
    {
      "epoch": 2.14,
      "eval_f1_score": 0.6118110236220473,
      "eval_label_f1": 0.8362204724409448,
      "eval_loss": 0.04737536609172821,
      "eval_runtime": 458.8739,
      "eval_samples_per_second": 2.179,
      "eval_steps_per_second": 0.545,
      "eval_wer": 0.1077095750445081,
      "step": 1200
    },
    {
      "epoch": 2.32,
      "learning_rate": 4.2958733752443195e-05,
      "loss": 0.0345,
      "step": 1300
    },
    {
      "epoch": 2.5,
      "learning_rate": 4.180752225653292e-05,
      "loss": 0.0362,
      "step": 1400
    },
    {
      "epoch": 2.5,
      "eval_f1_score": 0.6138147566718996,
      "eval_label_f1": 0.8375196232339089,
      "eval_loss": 0.04683598503470421,
      "eval_runtime": 458.5195,
      "eval_samples_per_second": 2.181,
      "eval_steps_per_second": 0.545,
      "eval_wer": 0.10790308847434012,
      "step": 1400
    },
    {
      "epoch": 2.68,
      "learning_rate": 4.058724504646834e-05,
      "loss": 0.0343,
      "step": 1500
    },
    {
      "epoch": 2.86,
      "learning_rate": 3.9302916503054246e-05,
      "loss": 0.0351,
      "step": 1600
    },
    {
      "epoch": 2.86,
      "eval_f1_score": 0.6101960784313726,
      "eval_label_f1": 0.836078431372549,
      "eval_loss": 0.04606114700436592,
      "eval_runtime": 460.3927,
      "eval_samples_per_second": 2.172,
      "eval_steps_per_second": 0.543,
      "eval_wer": 0.10821270996207137,
      "step": 1600
    },
    {
      "epoch": 3.04,
      "learning_rate": 3.7959814207763135e-05,
      "loss": 0.0355,
      "step": 1700
    },
    {
      "epoch": 3.22,
      "learning_rate": 3.656345725602089e-05,
      "loss": 0.0339,
      "step": 1800
    },
    {
      "epoch": 3.22,
      "eval_f1_score": 0.611111111111111,
      "eval_label_f1": 0.838810641627543,
      "eval_loss": 0.046606115996837616,
      "eval_runtime": 460.841,
      "eval_samples_per_second": 2.17,
      "eval_steps_per_second": 0.542,
      "eval_wer": 0.10794179116030653,
      "step": 1800
    },
    {
      "epoch": 3.4,
      "learning_rate": 3.5119583578059846e-05,
      "loss": 0.0333,
      "step": 1900
    },
    {
      "epoch": 3.57,
      "learning_rate": 3.363412636053269e-05,
      "loss": 0.0323,
      "step": 2000
    },
    {
      "epoch": 3.57,
      "eval_f1_score": 0.6168371361132967,
      "eval_label_f1": 0.8418568056648308,
      "eval_loss": 0.04674151912331581,
      "eval_runtime": 460.8468,
      "eval_samples_per_second": 2.17,
      "eval_steps_per_second": 0.542,
      "eval_wer": 0.10879325025156746,
      "step": 2000
    },
    {
      "epoch": 3.75,
      "learning_rate": 3.211318966577581e-05,
      "loss": 0.0332,
      "step": 2100
    },
    {
      "epoch": 3.93,
      "learning_rate": 3.056302334890786e-05,
      "loss": 0.0338,
      "step": 2200
    },
    {
      "epoch": 3.93,
      "eval_f1_score": 0.6093443266588143,
      "eval_label_f1": 0.8425598743619945,
      "eval_loss": 0.0457298718392849,
      "eval_runtime": 456.4605,
      "eval_samples_per_second": 2.191,
      "eval_steps_per_second": 0.548,
      "eval_wer": 0.10856103413576902,
      "step": 2200
    },
    {
      "epoch": 4.11,
      "learning_rate": 2.8989997375834482e-05,
      "loss": 0.0333,
      "step": 2300
    },
    {
      "epoch": 4.29,
      "learning_rate": 2.7400575647692046e-05,
      "loss": 0.032,
      "step": 2400
    },
    {
      "epoch": 4.29,
      "eval_f1_score": 0.6090404440919905,
      "eval_label_f1": 0.8398096748612214,
      "eval_loss": 0.045234858989715576,
      "eval_runtime": 457.189,
      "eval_samples_per_second": 2.187,
      "eval_steps_per_second": 0.547,
      "eval_wer": 0.10852233144980261,
      "step": 2400
    },
    {
      "epoch": 4.47,
      "learning_rate": 2.5801289439291388e-05,
      "loss": 0.0335,
      "step": 2500
    },
    {
      "epoch": 4.65,
      "learning_rate": 2.419871056070862e-05,
      "loss": 0.0307,
      "step": 2600
    },
    {
      "epoch": 4.65,
      "eval_f1_score": 0.6139315230224321,
      "eval_label_f1": 0.8421881149153877,
      "eval_loss": 0.04505770280957222,
      "eval_runtime": 456.5336,
      "eval_samples_per_second": 2.19,
      "eval_steps_per_second": 0.548,
      "eval_wer": 0.10859973682173543,
      "step": 2600
    },
    {
      "epoch": 4.83,
      "learning_rate": 2.2599424352307957e-05,
      "loss": 0.0324,
      "step": 2700
    },
    {
      "epoch": 5.0,
      "learning_rate": 2.1010002624165527e-05,
      "loss": 0.0321,
      "step": 2800
    },
    {
      "epoch": 5.0,
      "eval_f1_score": 0.6115702479338844,
      "eval_label_f1": 0.8398268398268398,
      "eval_loss": 0.04516015574336052,
      "eval_runtime": 459.143,
      "eval_samples_per_second": 2.178,
      "eval_steps_per_second": 0.544,
      "eval_wer": 0.10829011533400418,
      "step": 2800
    },
    {
      "epoch": 5.18,
      "learning_rate": 1.9436976651092144e-05,
      "loss": 0.0303,
      "step": 2900
    },
    {
      "epoch": 5.36,
      "learning_rate": 1.7886810334224192e-05,
      "loss": 0.0313,
      "step": 3000
    },
    {
      "epoch": 5.36,
      "eval_f1_score": 0.6116352201257862,
      "eval_label_f1": 0.8404088050314464,
      "eval_loss": 0.044775452464818954,
      "eval_runtime": 458.1981,
      "eval_samples_per_second": 2.182,
      "eval_steps_per_second": 0.546,
      "eval_wer": 0.10921897979719793,
      "step": 3000
    }
  ],
  "logging_steps": 100,
  "max_steps": 5000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 200,
  "total_flos": 1.1725681353021358e+20,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}