File size: 6,883 Bytes
adae161
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.17173278378842521,
  "eval_steps": 50,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.01,
      "learning_rate": 2.3773773773773775e-05,
      "loss": 0.9928,
      "step": 50
    },
    {
      "epoch": 0.01,
      "eval_loss": 0.8941472172737122,
      "eval_runtime": 5245.4303,
      "eval_samples_per_second": 0.987,
      "eval_steps_per_second": 0.123,
      "step": 50
    },
    {
      "epoch": 0.02,
      "learning_rate": 2.2522522522522523e-05,
      "loss": 0.877,
      "step": 100
    },
    {
      "epoch": 0.02,
      "eval_loss": 0.8646272420883179,
      "eval_runtime": 5219.884,
      "eval_samples_per_second": 0.992,
      "eval_steps_per_second": 0.124,
      "step": 100
    },
    {
      "epoch": 0.03,
      "learning_rate": 2.1271271271271275e-05,
      "loss": 0.8642,
      "step": 150
    },
    {
      "epoch": 0.03,
      "eval_loss": 0.8599761128425598,
      "eval_runtime": 5214.4761,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 150
    },
    {
      "epoch": 0.03,
      "learning_rate": 2.0020020020020023e-05,
      "loss": 0.8576,
      "step": 200
    },
    {
      "epoch": 0.03,
      "eval_loss": 0.8569617867469788,
      "eval_runtime": 5214.0664,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 200
    },
    {
      "epoch": 0.04,
      "learning_rate": 1.8768768768768768e-05,
      "loss": 0.8349,
      "step": 250
    },
    {
      "epoch": 0.04,
      "eval_loss": 0.8535052537918091,
      "eval_runtime": 5222.9322,
      "eval_samples_per_second": 0.991,
      "eval_steps_per_second": 0.124,
      "step": 250
    },
    {
      "epoch": 0.05,
      "learning_rate": 1.7517517517517516e-05,
      "loss": 0.85,
      "step": 300
    },
    {
      "epoch": 0.05,
      "eval_loss": 0.8515381813049316,
      "eval_runtime": 5214.0267,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 300
    },
    {
      "epoch": 0.06,
      "learning_rate": 1.6266266266266268e-05,
      "loss": 0.8548,
      "step": 350
    },
    {
      "epoch": 0.06,
      "eval_loss": 0.8497709035873413,
      "eval_runtime": 5213.6211,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 350
    },
    {
      "epoch": 0.07,
      "learning_rate": 1.5015015015015016e-05,
      "loss": 0.8366,
      "step": 400
    },
    {
      "epoch": 0.07,
      "eval_loss": 0.8475283980369568,
      "eval_runtime": 5213.1999,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 400
    },
    {
      "epoch": 0.08,
      "learning_rate": 1.3763763763763765e-05,
      "loss": 0.8408,
      "step": 450
    },
    {
      "epoch": 0.08,
      "eval_loss": 0.8464268445968628,
      "eval_runtime": 5213.2855,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 450
    },
    {
      "epoch": 0.09,
      "learning_rate": 1.2512512512512515e-05,
      "loss": 0.8645,
      "step": 500
    },
    {
      "epoch": 0.09,
      "eval_loss": 0.8458148241043091,
      "eval_runtime": 5213.7104,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 500
    },
    {
      "epoch": 0.09,
      "learning_rate": 1.1261261261261261e-05,
      "loss": 0.8507,
      "step": 550
    },
    {
      "epoch": 0.09,
      "eval_loss": 0.8435949087142944,
      "eval_runtime": 5210.7804,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 550
    },
    {
      "epoch": 0.1,
      "learning_rate": 1.0010010010010011e-05,
      "loss": 0.8592,
      "step": 600
    },
    {
      "epoch": 0.1,
      "eval_loss": 0.8434337973594666,
      "eval_runtime": 5210.4901,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 600
    },
    {
      "epoch": 0.11,
      "learning_rate": 8.758758758758758e-06,
      "loss": 0.8326,
      "step": 650
    },
    {
      "epoch": 0.11,
      "eval_loss": 0.8415650129318237,
      "eval_runtime": 5212.5986,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 650
    },
    {
      "epoch": 0.12,
      "learning_rate": 7.507507507507508e-06,
      "loss": 0.8272,
      "step": 700
    },
    {
      "epoch": 0.12,
      "eval_loss": 0.8408710360527039,
      "eval_runtime": 5217.8607,
      "eval_samples_per_second": 0.992,
      "eval_steps_per_second": 0.124,
      "step": 700
    },
    {
      "epoch": 0.13,
      "learning_rate": 6.256256256256257e-06,
      "loss": 0.82,
      "step": 750
    },
    {
      "epoch": 0.13,
      "eval_loss": 0.8401119709014893,
      "eval_runtime": 5220.4921,
      "eval_samples_per_second": 0.991,
      "eval_steps_per_second": 0.124,
      "step": 750
    },
    {
      "epoch": 0.14,
      "learning_rate": 5.005005005005006e-06,
      "loss": 0.826,
      "step": 800
    },
    {
      "epoch": 0.14,
      "eval_loss": 0.8393945097923279,
      "eval_runtime": 5287.3794,
      "eval_samples_per_second": 0.979,
      "eval_steps_per_second": 0.122,
      "step": 800
    },
    {
      "epoch": 0.15,
      "learning_rate": 3.753753753753754e-06,
      "loss": 0.8468,
      "step": 850
    },
    {
      "epoch": 0.15,
      "eval_loss": 0.8389515280723572,
      "eval_runtime": 5212.07,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 850
    },
    {
      "epoch": 0.15,
      "learning_rate": 2.502502502502503e-06,
      "loss": 0.8438,
      "step": 900
    },
    {
      "epoch": 0.15,
      "eval_loss": 0.8384743928909302,
      "eval_runtime": 5211.9686,
      "eval_samples_per_second": 0.993,
      "eval_steps_per_second": 0.124,
      "step": 900
    },
    {
      "epoch": 0.16,
      "learning_rate": 1.2512512512512514e-06,
      "loss": 0.8384,
      "step": 950
    },
    {
      "epoch": 0.16,
      "eval_loss": 0.838046669960022,
      "eval_runtime": 5209.2343,
      "eval_samples_per_second": 0.994,
      "eval_steps_per_second": 0.124,
      "step": 950
    },
    {
      "epoch": 0.17,
      "learning_rate": 0.0,
      "loss": 0.8527,
      "step": 1000
    },
    {
      "epoch": 0.17,
      "eval_loss": 0.8379368782043457,
      "eval_runtime": 5209.3452,
      "eval_samples_per_second": 0.994,
      "eval_steps_per_second": 0.124,
      "step": 1000
    }
  ],
  "logging_steps": 50,
  "max_steps": 1000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 50,
  "total_flos": 1.76841553870848e+17,
  "trial_name": null,
  "trial_params": null
}