File size: 6,046 Bytes
49d9614
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 32,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0625,
      "grad_norm": 0.03922202742278759,
      "learning_rate": 1.25e-05,
      "loss": 0.1908,
      "step": 1
    },
    {
      "epoch": 0.125,
      "grad_norm": 0.03600727500414045,
      "learning_rate": 2.5e-05,
      "loss": 0.1872,
      "step": 2
    },
    {
      "epoch": 0.1875,
      "grad_norm": 0.041458677460302705,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.1789,
      "step": 3
    },
    {
      "epoch": 0.25,
      "grad_norm": 0.042477239921338006,
      "learning_rate": 5e-05,
      "loss": 0.191,
      "step": 4
    },
    {
      "epoch": 0.3125,
      "grad_norm": 0.04699963432811002,
      "learning_rate": 4.984280524733107e-05,
      "loss": 0.1832,
      "step": 5
    },
    {
      "epoch": 0.375,
      "grad_norm": 0.04547329936830524,
      "learning_rate": 4.937319780454559e-05,
      "loss": 0.1806,
      "step": 6
    },
    {
      "epoch": 0.4375,
      "grad_norm": 0.04367593014445298,
      "learning_rate": 4.8597083257709194e-05,
      "loss": 0.169,
      "step": 7
    },
    {
      "epoch": 0.5,
      "grad_norm": 0.03429260122917999,
      "learning_rate": 4.752422169756048e-05,
      "loss": 0.1523,
      "step": 8
    },
    {
      "epoch": 0.5625,
      "grad_norm": 0.025555649134774323,
      "learning_rate": 4.6168104980707107e-05,
      "loss": 0.1608,
      "step": 9
    },
    {
      "epoch": 0.625,
      "grad_norm": 0.035622860476729544,
      "learning_rate": 4.454578706170075e-05,
      "loss": 0.1505,
      "step": 10
    },
    {
      "epoch": 0.6875,
      "grad_norm": 0.0459250933312251,
      "learning_rate": 4.267766952966369e-05,
      "loss": 0.1613,
      "step": 11
    },
    {
      "epoch": 0.75,
      "grad_norm": 0.044900129344464294,
      "learning_rate": 4.058724504646834e-05,
      "loss": 0.1597,
      "step": 12
    },
    {
      "epoch": 0.8125,
      "grad_norm": 0.03285936274496835,
      "learning_rate": 3.830080191288342e-05,
      "loss": 0.1295,
      "step": 13
    },
    {
      "epoch": 0.875,
      "grad_norm": 0.03104349497374127,
      "learning_rate": 3.5847093477938956e-05,
      "loss": 0.1582,
      "step": 14
    },
    {
      "epoch": 0.9375,
      "grad_norm": 0.024404726332163458,
      "learning_rate": 3.3256976548879184e-05,
      "loss": 0.137,
      "step": 15
    },
    {
      "epoch": 1.0,
      "grad_norm": 0.022789243213683145,
      "learning_rate": 3.056302334890786e-05,
      "loss": 0.1367,
      "step": 16
    },
    {
      "epoch": 1.0625,
      "grad_norm": 0.017586552406833603,
      "learning_rate": 2.7799111902582696e-05,
      "loss": 0.1292,
      "step": 17
    },
    {
      "epoch": 1.125,
      "grad_norm": 0.016792838194229127,
      "learning_rate": 2.5e-05,
      "loss": 0.1372,
      "step": 18
    },
    {
      "epoch": 1.1875,
      "grad_norm": 0.019142947911569803,
      "learning_rate": 2.2200888097417307e-05,
      "loss": 0.1274,
      "step": 19
    },
    {
      "epoch": 1.25,
      "grad_norm": 0.019220489564682752,
      "learning_rate": 1.9436976651092144e-05,
      "loss": 0.1303,
      "step": 20
    },
    {
      "epoch": 1.3125,
      "grad_norm": 0.02264252406960103,
      "learning_rate": 1.6743023451120832e-05,
      "loss": 0.1362,
      "step": 21
    },
    {
      "epoch": 1.375,
      "grad_norm": 0.020883245611579733,
      "learning_rate": 1.4152906522061048e-05,
      "loss": 0.1352,
      "step": 22
    },
    {
      "epoch": 1.4375,
      "grad_norm": 0.021254829840046948,
      "learning_rate": 1.1699198087116589e-05,
      "loss": 0.1193,
      "step": 23
    },
    {
      "epoch": 1.5,
      "grad_norm": 0.022396775591741604,
      "learning_rate": 9.412754953531663e-06,
      "loss": 0.1193,
      "step": 24
    },
    {
      "epoch": 1.5625,
      "grad_norm": 0.01930808848159821,
      "learning_rate": 7.3223304703363135e-06,
      "loss": 0.1366,
      "step": 25
    },
    {
      "epoch": 1.625,
      "grad_norm": 0.018929254567235987,
      "learning_rate": 5.454212938299255e-06,
      "loss": 0.1257,
      "step": 26
    },
    {
      "epoch": 1.6875,
      "grad_norm": 0.02122756340453363,
      "learning_rate": 3.831895019292897e-06,
      "loss": 0.1256,
      "step": 27
    },
    {
      "epoch": 1.75,
      "grad_norm": 0.017855075491123307,
      "learning_rate": 2.475778302439524e-06,
      "loss": 0.1273,
      "step": 28
    },
    {
      "epoch": 1.8125,
      "grad_norm": 0.0181714053917743,
      "learning_rate": 1.4029167422908107e-06,
      "loss": 0.1231,
      "step": 29
    },
    {
      "epoch": 1.875,
      "grad_norm": 0.01977447479487821,
      "learning_rate": 6.268021954544096e-07,
      "loss": 0.1352,
      "step": 30
    },
    {
      "epoch": 1.9375,
      "grad_norm": 0.022144566953258688,
      "learning_rate": 1.571947526689349e-07,
      "loss": 0.1342,
      "step": 31
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.020972476400823264,
      "learning_rate": 0.0,
      "loss": 0.117,
      "step": 32
    },
    {
      "epoch": 2.0,
      "step": 32,
      "total_flos": 600196704632832.0,
      "train_loss": 0.14642456639558077,
      "train_runtime": 1046.7446,
      "train_samples_per_second": 0.478,
      "train_steps_per_second": 0.031
    }
  ],
  "logging_steps": 1,
  "max_steps": 32,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 600196704632832.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}