File size: 6,735 Bytes
38e43e3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 30.303030303030305,
  "eval_steps": 500,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_loss": 0.6655681133270264,
      "eval_runtime": 31.9535,
      "eval_samples_per_second": 16.242,
      "eval_steps_per_second": 1.033,
      "step": 33
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.34202826023101807,
      "eval_runtime": 32.6272,
      "eval_samples_per_second": 15.907,
      "eval_steps_per_second": 1.011,
      "step": 66
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.1993253082036972,
      "eval_runtime": 34.1947,
      "eval_samples_per_second": 15.178,
      "eval_steps_per_second": 0.965,
      "step": 99
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.12108779698610306,
      "eval_runtime": 33.5003,
      "eval_samples_per_second": 15.492,
      "eval_steps_per_second": 0.985,
      "step": 132
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.08059267699718475,
      "eval_runtime": 33.0363,
      "eval_samples_per_second": 15.71,
      "eval_steps_per_second": 0.999,
      "step": 165
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.0539543516933918,
      "eval_runtime": 33.3191,
      "eval_samples_per_second": 15.577,
      "eval_steps_per_second": 0.99,
      "step": 198
    },
    {
      "epoch": 7.0,
      "eval_loss": 0.033514220267534256,
      "eval_runtime": 33.9315,
      "eval_samples_per_second": 15.296,
      "eval_steps_per_second": 0.973,
      "step": 231
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.02793893776834011,
      "eval_runtime": 33.1021,
      "eval_samples_per_second": 15.679,
      "eval_steps_per_second": 0.997,
      "step": 264
    },
    {
      "epoch": 9.0,
      "eval_loss": 0.017579322680830956,
      "eval_runtime": 33.1929,
      "eval_samples_per_second": 15.636,
      "eval_steps_per_second": 0.994,
      "step": 297
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.017992401495575905,
      "eval_runtime": 33.5989,
      "eval_samples_per_second": 15.447,
      "eval_steps_per_second": 0.982,
      "step": 330
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.011186002753674984,
      "eval_runtime": 33.2114,
      "eval_samples_per_second": 15.627,
      "eval_steps_per_second": 0.994,
      "step": 363
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.009413644671440125,
      "eval_runtime": 33.6973,
      "eval_samples_per_second": 15.402,
      "eval_steps_per_second": 0.979,
      "step": 396
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.008357277140021324,
      "eval_runtime": 34.2116,
      "eval_samples_per_second": 15.17,
      "eval_steps_per_second": 0.965,
      "step": 429
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.006698057986795902,
      "eval_runtime": 32.3567,
      "eval_samples_per_second": 16.04,
      "eval_steps_per_second": 1.02,
      "step": 462
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.005631112959235907,
      "eval_runtime": 30.3383,
      "eval_samples_per_second": 17.107,
      "eval_steps_per_second": 1.088,
      "step": 495
    },
    {
      "epoch": 15.15,
      "learning_rate": 1.2424242424242425e-05,
      "loss": 0.1575,
      "step": 500
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.00457022013142705,
      "eval_runtime": 30.6053,
      "eval_samples_per_second": 16.958,
      "eval_steps_per_second": 1.078,
      "step": 528
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.005157523322850466,
      "eval_runtime": 30.0767,
      "eval_samples_per_second": 17.256,
      "eval_steps_per_second": 1.097,
      "step": 561
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.0044335490092635155,
      "eval_runtime": 29.0299,
      "eval_samples_per_second": 17.878,
      "eval_steps_per_second": 1.137,
      "step": 594
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.003722449066117406,
      "eval_runtime": 28.4937,
      "eval_samples_per_second": 18.215,
      "eval_steps_per_second": 1.158,
      "step": 627
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.004425578285008669,
      "eval_runtime": 32.1425,
      "eval_samples_per_second": 16.147,
      "eval_steps_per_second": 1.027,
      "step": 660
    },
    {
      "epoch": 21.0,
      "eval_loss": 0.0040681445971131325,
      "eval_runtime": 28.8069,
      "eval_samples_per_second": 18.017,
      "eval_steps_per_second": 1.146,
      "step": 693
    },
    {
      "epoch": 22.0,
      "eval_loss": 0.003019771073013544,
      "eval_runtime": 28.6404,
      "eval_samples_per_second": 18.121,
      "eval_steps_per_second": 1.152,
      "step": 726
    },
    {
      "epoch": 23.0,
      "eval_loss": 0.002829624805599451,
      "eval_runtime": 29.787,
      "eval_samples_per_second": 17.424,
      "eval_steps_per_second": 1.108,
      "step": 759
    },
    {
      "epoch": 24.0,
      "eval_loss": 0.002751641208305955,
      "eval_runtime": 28.377,
      "eval_samples_per_second": 18.289,
      "eval_steps_per_second": 1.163,
      "step": 792
    },
    {
      "epoch": 25.0,
      "eval_loss": 0.002945221494883299,
      "eval_runtime": 29.5958,
      "eval_samples_per_second": 17.536,
      "eval_steps_per_second": 1.115,
      "step": 825
    },
    {
      "epoch": 26.0,
      "eval_loss": 0.0026160639245063066,
      "eval_runtime": 29.0161,
      "eval_samples_per_second": 17.887,
      "eval_steps_per_second": 1.137,
      "step": 858
    },
    {
      "epoch": 27.0,
      "eval_loss": 0.002537393243983388,
      "eval_runtime": 28.4904,
      "eval_samples_per_second": 18.217,
      "eval_steps_per_second": 1.158,
      "step": 891
    },
    {
      "epoch": 28.0,
      "eval_loss": 0.00242584478110075,
      "eval_runtime": 29.437,
      "eval_samples_per_second": 17.631,
      "eval_steps_per_second": 1.121,
      "step": 924
    },
    {
      "epoch": 29.0,
      "eval_loss": 0.0026495754718780518,
      "eval_runtime": 28.3889,
      "eval_samples_per_second": 18.282,
      "eval_steps_per_second": 1.162,
      "step": 957
    },
    {
      "epoch": 30.0,
      "eval_loss": 0.0023259243462234735,
      "eval_runtime": 28.1977,
      "eval_samples_per_second": 18.406,
      "eval_steps_per_second": 1.17,
      "step": 990
    },
    {
      "epoch": 30.3,
      "learning_rate": 4.848484848484849e-06,
      "loss": 0.0065,
      "step": 1000
    }
  ],
  "logging_steps": 500,
  "max_steps": 1320,
  "num_train_epochs": 40,
  "save_steps": 500,
  "total_flos": 278856790097838.0,
  "trial_name": null,
  "trial_params": null
}