File size: 5,745 Bytes
15145b5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.875,
  "eval_steps": 500,
  "global_step": 30,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.09375,
      "grad_norm": 2.9394371509552,
      "learning_rate": 3.3333333333333333e-06,
      "loss": 0.4418,
      "step": 1
    },
    {
      "epoch": 0.1875,
      "grad_norm": 3.083791494369507,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.5045,
      "step": 2
    },
    {
      "epoch": 0.28125,
      "grad_norm": 2.887883186340332,
      "learning_rate": 1e-05,
      "loss": 0.4981,
      "step": 3
    },
    {
      "epoch": 0.375,
      "grad_norm": 1.4925549030303955,
      "learning_rate": 9.966191788709716e-06,
      "loss": 0.4423,
      "step": 4
    },
    {
      "epoch": 0.46875,
      "grad_norm": 1.9005215167999268,
      "learning_rate": 9.86522435289912e-06,
      "loss": 0.4336,
      "step": 5
    },
    {
      "epoch": 0.5625,
      "grad_norm": 1.7973142862319946,
      "learning_rate": 9.698463103929542e-06,
      "loss": 0.4162,
      "step": 6
    },
    {
      "epoch": 0.65625,
      "grad_norm": 1.3991189002990723,
      "learning_rate": 9.468163201617063e-06,
      "loss": 0.3872,
      "step": 7
    },
    {
      "epoch": 0.75,
      "grad_norm": 1.0571672916412354,
      "learning_rate": 9.177439057064684e-06,
      "loss": 0.3715,
      "step": 8
    },
    {
      "epoch": 0.84375,
      "grad_norm": 0.9835160970687866,
      "learning_rate": 8.83022221559489e-06,
      "loss": 0.3734,
      "step": 9
    },
    {
      "epoch": 0.9375,
      "grad_norm": 0.7332506775856018,
      "learning_rate": 8.43120818934367e-06,
      "loss": 0.3755,
      "step": 10
    },
    {
      "epoch": 1.0625,
      "grad_norm": 1.1038920879364014,
      "learning_rate": 7.985792958513932e-06,
      "loss": 0.578,
      "step": 11
    },
    {
      "epoch": 1.15625,
      "grad_norm": 0.5584242343902588,
      "learning_rate": 7.500000000000001e-06,
      "loss": 0.3221,
      "step": 12
    },
    {
      "epoch": 1.25,
      "grad_norm": 0.6514401435852051,
      "learning_rate": 6.980398830195785e-06,
      "loss": 0.3391,
      "step": 13
    },
    {
      "epoch": 1.34375,
      "grad_norm": 0.5581364631652832,
      "learning_rate": 6.434016163555452e-06,
      "loss": 0.3351,
      "step": 14
    },
    {
      "epoch": 1.4375,
      "grad_norm": 0.5454242825508118,
      "learning_rate": 5.8682408883346535e-06,
      "loss": 0.3254,
      "step": 15
    },
    {
      "epoch": 1.53125,
      "grad_norm": 0.49989643692970276,
      "learning_rate": 5.290724144552379e-06,
      "loss": 0.3213,
      "step": 16
    },
    {
      "epoch": 1.625,
      "grad_norm": 0.4163621664047241,
      "learning_rate": 4.7092758554476215e-06,
      "loss": 0.28,
      "step": 17
    },
    {
      "epoch": 1.71875,
      "grad_norm": 0.421804279088974,
      "learning_rate": 4.131759111665349e-06,
      "loss": 0.3087,
      "step": 18
    },
    {
      "epoch": 1.8125,
      "grad_norm": 0.4409330189228058,
      "learning_rate": 3.5659838364445505e-06,
      "loss": 0.3169,
      "step": 19
    },
    {
      "epoch": 1.90625,
      "grad_norm": 0.44110220670700073,
      "learning_rate": 3.019601169804216e-06,
      "loss": 0.2951,
      "step": 20
    },
    {
      "epoch": 2.03125,
      "grad_norm": 0.7339137196540833,
      "learning_rate": 2.5000000000000015e-06,
      "loss": 0.5593,
      "step": 21
    },
    {
      "epoch": 2.125,
      "grad_norm": 0.341443806886673,
      "learning_rate": 2.0142070414860704e-06,
      "loss": 0.2949,
      "step": 22
    },
    {
      "epoch": 2.21875,
      "grad_norm": 0.3330724239349365,
      "learning_rate": 1.5687918106563326e-06,
      "loss": 0.3198,
      "step": 23
    },
    {
      "epoch": 2.3125,
      "grad_norm": 0.3333916962146759,
      "learning_rate": 1.1697777844051105e-06,
      "loss": 0.2861,
      "step": 24
    },
    {
      "epoch": 2.40625,
      "grad_norm": 0.3423750102519989,
      "learning_rate": 8.225609429353187e-07,
      "loss": 0.2944,
      "step": 25
    },
    {
      "epoch": 2.5,
      "grad_norm": 0.31113386154174805,
      "learning_rate": 5.318367983829393e-07,
      "loss": 0.3017,
      "step": 26
    },
    {
      "epoch": 2.59375,
      "grad_norm": 0.2907048463821411,
      "learning_rate": 3.015368960704584e-07,
      "loss": 0.2762,
      "step": 27
    },
    {
      "epoch": 2.6875,
      "grad_norm": 0.3126791715621948,
      "learning_rate": 1.3477564710088097e-07,
      "loss": 0.2966,
      "step": 28
    },
    {
      "epoch": 2.78125,
      "grad_norm": 0.34525594115257263,
      "learning_rate": 3.3808211290284886e-08,
      "loss": 0.2969,
      "step": 29
    },
    {
      "epoch": 2.875,
      "grad_norm": 0.2925986349582672,
      "learning_rate": 0.0,
      "loss": 0.2782,
      "step": 30
    },
    {
      "epoch": 2.875,
      "step": 30,
      "total_flos": 32226785263616.0,
      "train_loss": 0.3623232106367747,
      "train_runtime": 446.9713,
      "train_samples_per_second": 6.712,
      "train_steps_per_second": 0.067
    }
  ],
  "logging_steps": 1.0,
  "max_steps": 30,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 32226785263616.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}