File size: 6,680 Bytes
286135e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 4240,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 9.95e-05,
      "loss": 6.3714,
      "step": 212
    },
    {
      "epoch": 1.0,
      "eval_loss": 5.850927352905273,
      "eval_runtime": 3.8282,
      "eval_samples_per_second": 176.584,
      "eval_steps_per_second": 22.204,
      "step": 212
    },
    {
      "epoch": 2.0,
      "learning_rate": 9.900000000000001e-05,
      "loss": 5.5438,
      "step": 424
    },
    {
      "epoch": 2.0,
      "eval_loss": 4.862037658691406,
      "eval_runtime": 3.7425,
      "eval_samples_per_second": 180.626,
      "eval_steps_per_second": 22.712,
      "step": 424
    },
    {
      "epoch": 3.0,
      "learning_rate": 9.850000000000001e-05,
      "loss": 4.6993,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_loss": 4.018372058868408,
      "eval_runtime": 4.0424,
      "eval_samples_per_second": 167.229,
      "eval_steps_per_second": 21.027,
      "step": 636
    },
    {
      "epoch": 4.0,
      "learning_rate": 9.8e-05,
      "loss": 3.967,
      "step": 848
    },
    {
      "epoch": 4.0,
      "eval_loss": 3.290557384490967,
      "eval_runtime": 4.3933,
      "eval_samples_per_second": 153.872,
      "eval_steps_per_second": 19.348,
      "step": 848
    },
    {
      "epoch": 5.0,
      "learning_rate": 9.75e-05,
      "loss": 3.305,
      "step": 1060
    },
    {
      "epoch": 5.0,
      "eval_loss": 2.6497254371643066,
      "eval_runtime": 4.3562,
      "eval_samples_per_second": 155.182,
      "eval_steps_per_second": 19.513,
      "step": 1060
    },
    {
      "epoch": 6.0,
      "learning_rate": 9.7e-05,
      "loss": 2.7185,
      "step": 1272
    },
    {
      "epoch": 6.0,
      "eval_loss": 2.1158342361450195,
      "eval_runtime": 4.5634,
      "eval_samples_per_second": 148.135,
      "eval_steps_per_second": 18.626,
      "step": 1272
    },
    {
      "epoch": 7.0,
      "learning_rate": 9.65e-05,
      "loss": 2.2181,
      "step": 1484
    },
    {
      "epoch": 7.0,
      "eval_loss": 1.6882902383804321,
      "eval_runtime": 4.3232,
      "eval_samples_per_second": 156.367,
      "eval_steps_per_second": 19.662,
      "step": 1484
    },
    {
      "epoch": 8.0,
      "learning_rate": 9.6e-05,
      "loss": 1.8106,
      "step": 1696
    },
    {
      "epoch": 8.0,
      "eval_loss": 1.3730388879776,
      "eval_runtime": 4.3486,
      "eval_samples_per_second": 155.451,
      "eval_steps_per_second": 19.546,
      "step": 1696
    },
    {
      "epoch": 9.0,
      "learning_rate": 9.55e-05,
      "loss": 1.497,
      "step": 1908
    },
    {
      "epoch": 9.0,
      "eval_loss": 1.142008900642395,
      "eval_runtime": 4.2743,
      "eval_samples_per_second": 158.154,
      "eval_steps_per_second": 19.886,
      "step": 1908
    },
    {
      "epoch": 10.0,
      "learning_rate": 9.5e-05,
      "loss": 1.2526,
      "step": 2120
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.9753935933113098,
      "eval_runtime": 4.2134,
      "eval_samples_per_second": 160.44,
      "eval_steps_per_second": 20.174,
      "step": 2120
    },
    {
      "epoch": 11.0,
      "learning_rate": 9.449999999999999e-05,
      "loss": 1.0576,
      "step": 2332
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.8463678956031799,
      "eval_runtime": 4.432,
      "eval_samples_per_second": 152.527,
      "eval_steps_per_second": 19.179,
      "step": 2332
    },
    {
      "epoch": 12.0,
      "learning_rate": 9.4e-05,
      "loss": 0.8965,
      "step": 2544
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.7349700927734375,
      "eval_runtime": 4.5659,
      "eval_samples_per_second": 148.054,
      "eval_steps_per_second": 18.616,
      "step": 2544
    },
    {
      "epoch": 13.0,
      "learning_rate": 9.350000000000001e-05,
      "loss": 0.7613,
      "step": 2756
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.6494072675704956,
      "eval_runtime": 4.499,
      "eval_samples_per_second": 150.254,
      "eval_steps_per_second": 18.893,
      "step": 2756
    },
    {
      "epoch": 14.0,
      "learning_rate": 9.300000000000001e-05,
      "loss": 0.645,
      "step": 2968
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.5844011902809143,
      "eval_runtime": 4.7455,
      "eval_samples_per_second": 142.449,
      "eval_steps_per_second": 17.912,
      "step": 2968
    },
    {
      "epoch": 15.0,
      "learning_rate": 9.250000000000001e-05,
      "loss": 0.548,
      "step": 3180
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.5139679312705994,
      "eval_runtime": 4.7986,
      "eval_samples_per_second": 140.876,
      "eval_steps_per_second": 17.714,
      "step": 3180
    },
    {
      "epoch": 16.0,
      "learning_rate": 9.200000000000001e-05,
      "loss": 0.4564,
      "step": 3392
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.47241923213005066,
      "eval_runtime": 4.6502,
      "eval_samples_per_second": 145.371,
      "eval_steps_per_second": 18.279,
      "step": 3392
    },
    {
      "epoch": 17.0,
      "learning_rate": 9.15e-05,
      "loss": 0.3785,
      "step": 3604
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.4442097246646881,
      "eval_runtime": 4.6864,
      "eval_samples_per_second": 144.247,
      "eval_steps_per_second": 18.138,
      "step": 3604
    },
    {
      "epoch": 18.0,
      "learning_rate": 9.1e-05,
      "loss": 0.3144,
      "step": 3816
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.407890647649765,
      "eval_runtime": 4.6905,
      "eval_samples_per_second": 144.121,
      "eval_steps_per_second": 18.122,
      "step": 3816
    },
    {
      "epoch": 19.0,
      "learning_rate": 9.05e-05,
      "loss": 0.2609,
      "step": 4028
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.3970014452934265,
      "eval_runtime": 4.6686,
      "eval_samples_per_second": 144.799,
      "eval_steps_per_second": 18.207,
      "step": 4028
    },
    {
      "epoch": 20.0,
      "learning_rate": 9e-05,
      "loss": 0.2106,
      "step": 4240
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.37661823630332947,
      "eval_runtime": 4.7062,
      "eval_samples_per_second": 143.641,
      "eval_steps_per_second": 18.061,
      "step": 4240
    }
  ],
  "logging_steps": 500,
  "max_steps": 42400,
  "num_train_epochs": 200,
  "save_steps": 500,
  "total_flos": 5705558375003232.0,
  "trial_name": null,
  "trial_params": null
}