File size: 8,347 Bytes
c4a72ba
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.0764833688735962,
  "best_model_checkpoint": "/kaggle/output/checkpoint-21000",
  "epoch": 0.855606258148631,
  "eval_steps": 1000,
  "global_step": 21000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 2.7777777777777777e-11,
      "loss": 1.2358,
      "step": 1
    },
    {
      "epoch": 0.04,
      "learning_rate": 2.7750000000000004e-08,
      "loss": 1.1519,
      "step": 1000
    },
    {
      "epoch": 0.04,
      "eval_accuracy": 0.3201596806387226,
      "eval_loss": 1.1120171546936035,
      "eval_runtime": 29.027,
      "eval_samples_per_second": 172.598,
      "eval_steps_per_second": 21.601,
      "step": 1000
    },
    {
      "epoch": 0.08,
      "learning_rate": 5.5527777777777784e-08,
      "loss": 1.128,
      "step": 2000
    },
    {
      "epoch": 0.08,
      "eval_accuracy": 0.31796407185628744,
      "eval_loss": 1.108055830001831,
      "eval_runtime": 28.9944,
      "eval_samples_per_second": 172.792,
      "eval_steps_per_second": 21.625,
      "step": 2000
    },
    {
      "epoch": 0.12,
      "learning_rate": 8.327777777777778e-08,
      "loss": 1.122,
      "step": 3000
    },
    {
      "epoch": 0.12,
      "eval_accuracy": 0.3345309381237525,
      "eval_loss": 1.1074285507202148,
      "eval_runtime": 28.9901,
      "eval_samples_per_second": 172.818,
      "eval_steps_per_second": 21.628,
      "step": 3000
    },
    {
      "epoch": 0.16,
      "learning_rate": 1.1105555555555557e-07,
      "loss": 1.1196,
      "step": 4000
    },
    {
      "epoch": 0.16,
      "eval_accuracy": 0.3337325349301397,
      "eval_loss": 1.1045424938201904,
      "eval_runtime": 28.9791,
      "eval_samples_per_second": 172.883,
      "eval_steps_per_second": 21.636,
      "step": 4000
    },
    {
      "epoch": 0.2,
      "learning_rate": 1.3880555555555558e-07,
      "loss": 1.1169,
      "step": 5000
    },
    {
      "epoch": 0.2,
      "eval_accuracy": 0.3397205588822355,
      "eval_loss": 1.1033179759979248,
      "eval_runtime": 29.0295,
      "eval_samples_per_second": 172.583,
      "eval_steps_per_second": 21.599,
      "step": 5000
    },
    {
      "epoch": 0.24,
      "learning_rate": 1.6658333333333335e-07,
      "loss": 1.118,
      "step": 6000
    },
    {
      "epoch": 0.24,
      "eval_accuracy": 0.3401197604790419,
      "eval_loss": 1.1030455827713013,
      "eval_runtime": 28.9748,
      "eval_samples_per_second": 172.909,
      "eval_steps_per_second": 21.639,
      "step": 6000
    },
    {
      "epoch": 0.29,
      "learning_rate": 1.9433333333333334e-07,
      "loss": 1.1135,
      "step": 7000
    },
    {
      "epoch": 0.29,
      "eval_accuracy": 0.35568862275449104,
      "eval_loss": 1.0998502969741821,
      "eval_runtime": 28.9964,
      "eval_samples_per_second": 172.78,
      "eval_steps_per_second": 21.623,
      "step": 7000
    },
    {
      "epoch": 0.33,
      "learning_rate": 2.2211111111111114e-07,
      "loss": 1.1136,
      "step": 8000
    },
    {
      "epoch": 0.33,
      "eval_accuracy": 0.34510978043912177,
      "eval_loss": 1.098555564880371,
      "eval_runtime": 28.983,
      "eval_samples_per_second": 172.86,
      "eval_steps_per_second": 21.633,
      "step": 8000
    },
    {
      "epoch": 0.37,
      "learning_rate": 2.4986111111111113e-07,
      "loss": 1.11,
      "step": 9000
    },
    {
      "epoch": 0.37,
      "eval_accuracy": 0.3411177644710579,
      "eval_loss": 1.1035741567611694,
      "eval_runtime": 28.9758,
      "eval_samples_per_second": 172.903,
      "eval_steps_per_second": 21.639,
      "step": 9000
    },
    {
      "epoch": 0.41,
      "learning_rate": 2.776388888888889e-07,
      "loss": 1.1076,
      "step": 10000
    },
    {
      "epoch": 0.41,
      "eval_accuracy": 0.35788423153692617,
      "eval_loss": 1.0970662832260132,
      "eval_runtime": 29.0262,
      "eval_samples_per_second": 172.603,
      "eval_steps_per_second": 21.601,
      "step": 10000
    },
    {
      "epoch": 0.45,
      "learning_rate": 3.0541666666666667e-07,
      "loss": 1.1067,
      "step": 11000
    },
    {
      "epoch": 0.45,
      "eval_accuracy": 0.37425149700598803,
      "eval_loss": 1.094608187675476,
      "eval_runtime": 28.8738,
      "eval_samples_per_second": 173.513,
      "eval_steps_per_second": 21.715,
      "step": 11000
    },
    {
      "epoch": 0.49,
      "learning_rate": 3.3319444444444444e-07,
      "loss": 1.1032,
      "step": 12000
    },
    {
      "epoch": 0.49,
      "eval_accuracy": 0.37924151696606784,
      "eval_loss": 1.092067837715149,
      "eval_runtime": 28.9514,
      "eval_samples_per_second": 173.049,
      "eval_steps_per_second": 21.657,
      "step": 12000
    },
    {
      "epoch": 0.53,
      "learning_rate": 3.6094444444444446e-07,
      "loss": 1.1052,
      "step": 13000
    },
    {
      "epoch": 0.53,
      "eval_accuracy": 0.3435129740518962,
      "eval_loss": 1.0962508916854858,
      "eval_runtime": 29.2203,
      "eval_samples_per_second": 171.456,
      "eval_steps_per_second": 21.458,
      "step": 13000
    },
    {
      "epoch": 0.57,
      "learning_rate": 3.8872222222222223e-07,
      "loss": 1.1015,
      "step": 14000
    },
    {
      "epoch": 0.57,
      "eval_accuracy": 0.36806387225548903,
      "eval_loss": 1.0941067934036255,
      "eval_runtime": 29.2088,
      "eval_samples_per_second": 171.524,
      "eval_steps_per_second": 21.466,
      "step": 14000
    },
    {
      "epoch": 0.61,
      "learning_rate": 4.1650000000000006e-07,
      "loss": 1.0986,
      "step": 15000
    },
    {
      "epoch": 0.61,
      "eval_accuracy": 0.3718562874251497,
      "eval_loss": 1.0906143188476562,
      "eval_runtime": 28.9463,
      "eval_samples_per_second": 173.079,
      "eval_steps_per_second": 21.661,
      "step": 15000
    },
    {
      "epoch": 0.65,
      "learning_rate": 4.4425e-07,
      "loss": 1.0984,
      "step": 16000
    },
    {
      "epoch": 0.65,
      "eval_accuracy": 0.38183632734530937,
      "eval_loss": 1.0862348079681396,
      "eval_runtime": 28.9909,
      "eval_samples_per_second": 172.813,
      "eval_steps_per_second": 21.627,
      "step": 16000
    },
    {
      "epoch": 0.69,
      "learning_rate": 4.7202777777777785e-07,
      "loss": 1.0959,
      "step": 17000
    },
    {
      "epoch": 0.69,
      "eval_accuracy": 0.40079840319361276,
      "eval_loss": 1.0846956968307495,
      "eval_runtime": 28.9606,
      "eval_samples_per_second": 172.994,
      "eval_steps_per_second": 21.65,
      "step": 17000
    },
    {
      "epoch": 0.73,
      "learning_rate": 4.998055555555556e-07,
      "loss": 1.0965,
      "step": 18000
    },
    {
      "epoch": 0.73,
      "eval_accuracy": 0.4043912175648703,
      "eval_loss": 1.086153507232666,
      "eval_runtime": 28.8411,
      "eval_samples_per_second": 173.71,
      "eval_steps_per_second": 21.74,
      "step": 18000
    },
    {
      "epoch": 0.77,
      "learning_rate": 5.275555555555556e-07,
      "loss": 1.0966,
      "step": 19000
    },
    {
      "epoch": 0.77,
      "eval_accuracy": 0.4041916167664671,
      "eval_loss": 1.0824861526489258,
      "eval_runtime": 28.9652,
      "eval_samples_per_second": 172.966,
      "eval_steps_per_second": 21.647,
      "step": 19000
    },
    {
      "epoch": 0.81,
      "learning_rate": 5.553333333333334e-07,
      "loss": 1.0943,
      "step": 20000
    },
    {
      "epoch": 0.81,
      "eval_accuracy": 0.4103792415169661,
      "eval_loss": 1.0817394256591797,
      "eval_runtime": 28.9548,
      "eval_samples_per_second": 173.028,
      "eval_steps_per_second": 21.654,
      "step": 20000
    },
    {
      "epoch": 0.86,
      "learning_rate": 5.830833333333334e-07,
      "loss": 1.0898,
      "step": 21000
    },
    {
      "epoch": 0.86,
      "eval_accuracy": 0.41357285429141716,
      "eval_loss": 1.0764833688735962,
      "eval_runtime": 28.9932,
      "eval_samples_per_second": 172.799,
      "eval_steps_per_second": 21.626,
      "step": 21000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 10000000,
  "num_train_epochs": 408,
  "save_steps": 1000,
  "total_flos": 2.1949323411456e+16,
  "trial_name": null,
  "trial_params": null
}