File size: 6,179 Bytes
6f09d04
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.0,
  "eval_steps": 500,
  "global_step": 612,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.032679738562091505,
      "grad_norm": 5.336216449737549,
      "learning_rate": 3.2520325203252037e-06,
      "loss": 1.4653,
      "step": 20
    },
    {
      "epoch": 0.06535947712418301,
      "grad_norm": 4.05853796005249,
      "learning_rate": 6.504065040650407e-06,
      "loss": 1.2502,
      "step": 40
    },
    {
      "epoch": 0.09803921568627451,
      "grad_norm": 4.095743656158447,
      "learning_rate": 9.756097560975611e-06,
      "loss": 1.1818,
      "step": 60
    },
    {
      "epoch": 0.13071895424836602,
      "grad_norm": 4.049984931945801,
      "learning_rate": 1.3008130081300815e-05,
      "loss": 1.1616,
      "step": 80
    },
    {
      "epoch": 0.16339869281045752,
      "grad_norm": 4.275440216064453,
      "learning_rate": 1.6260162601626018e-05,
      "loss": 1.1681,
      "step": 100
    },
    {
      "epoch": 0.19607843137254902,
      "grad_norm": 3.7174243927001953,
      "learning_rate": 1.9512195121951222e-05,
      "loss": 1.1263,
      "step": 120
    },
    {
      "epoch": 0.22875816993464052,
      "grad_norm": 3.68149471282959,
      "learning_rate": 1.9940417581113062e-05,
      "loss": 1.1764,
      "step": 140
    },
    {
      "epoch": 0.26143790849673204,
      "grad_norm": 3.664177656173706,
      "learning_rate": 1.9718803741191918e-05,
      "loss": 1.1296,
      "step": 160
    },
    {
      "epoch": 0.29411764705882354,
      "grad_norm": 3.219787120819092,
      "learning_rate": 1.9336954955188042e-05,
      "loss": 1.1026,
      "step": 180
    },
    {
      "epoch": 0.32679738562091504,
      "grad_norm": 3.5025317668914795,
      "learning_rate": 1.880116680445757e-05,
      "loss": 1.1542,
      "step": 200
    },
    {
      "epoch": 0.35947712418300654,
      "grad_norm": 3.2319493293762207,
      "learning_rate": 1.812027288495843e-05,
      "loss": 1.1492,
      "step": 220
    },
    {
      "epoch": 0.39215686274509803,
      "grad_norm": 2.933061122894287,
      "learning_rate": 1.730549916681868e-05,
      "loss": 1.1107,
      "step": 240
    },
    {
      "epoch": 0.42483660130718953,
      "grad_norm": 3.0482289791107178,
      "learning_rate": 1.6370278910578644e-05,
      "loss": 1.1077,
      "step": 260
    },
    {
      "epoch": 0.45751633986928103,
      "grad_norm": 3.3377017974853516,
      "learning_rate": 1.5330031191602395e-05,
      "loss": 1.1246,
      "step": 280
    },
    {
      "epoch": 0.49019607843137253,
      "grad_norm": 3.618112564086914,
      "learning_rate": 1.420190668415002e-05,
      "loss": 1.101,
      "step": 300
    },
    {
      "epoch": 0.5228758169934641,
      "grad_norm": 3.0649290084838867,
      "learning_rate": 1.3004504896395564e-05,
      "loss": 1.0556,
      "step": 320
    },
    {
      "epoch": 0.5555555555555556,
      "grad_norm": 3.0544955730438232,
      "learning_rate": 1.1757567518366883e-05,
      "loss": 1.0287,
      "step": 340
    },
    {
      "epoch": 0.5882352941176471,
      "grad_norm": 2.709897994995117,
      "learning_rate": 1.0481652938612374e-05,
      "loss": 1.0145,
      "step": 360
    },
    {
      "epoch": 0.6209150326797386,
      "grad_norm": 2.6121253967285156,
      "learning_rate": 9.197797295872709e-06,
      "loss": 1.0179,
      "step": 380
    },
    {
      "epoch": 0.6535947712418301,
      "grad_norm": 3.049081563949585,
      "learning_rate": 7.927167654034622e-06,
      "loss": 0.9818,
      "step": 400
    },
    {
      "epoch": 0.6862745098039216,
      "grad_norm": 3.008591413497925,
      "learning_rate": 6.690713018507917e-06,
      "loss": 0.9431,
      "step": 420
    },
    {
      "epoch": 0.7189542483660131,
      "grad_norm": 3.0657355785369873,
      "learning_rate": 5.508818947755687e-06,
      "loss": 0.9978,
      "step": 440
    },
    {
      "epoch": 0.7516339869281046,
      "grad_norm": 2.533656597137451,
      "learning_rate": 4.4009714544339755e-06,
      "loss": 0.9494,
      "step": 460
    },
    {
      "epoch": 0.7843137254901961,
      "grad_norm": 2.7470057010650635,
      "learning_rate": 3.3854357374383905e-06,
      "loss": 0.962,
      "step": 480
    },
    {
      "epoch": 0.8169934640522876,
      "grad_norm": 2.5096466541290283,
      "learning_rate": 2.478955041636435e-06,
      "loss": 0.9592,
      "step": 500
    },
    {
      "epoch": 0.8496732026143791,
      "grad_norm": 2.438676357269287,
      "learning_rate": 1.6964746102169582e-06,
      "loss": 0.9327,
      "step": 520
    },
    {
      "epoch": 0.8823529411764706,
      "grad_norm": 2.47017240524292,
      "learning_rate": 1.0508952808836682e-06,
      "loss": 0.9249,
      "step": 540
    },
    {
      "epoch": 0.9150326797385621,
      "grad_norm": 2.9075846672058105,
      "learning_rate": 5.528607883782599e-07,
      "loss": 0.9466,
      "step": 560
    },
    {
      "epoch": 0.9477124183006536,
      "grad_norm": 2.7440707683563232,
      "learning_rate": 2.1058228009902094e-07,
      "loss": 0.9481,
      "step": 580
    },
    {
      "epoch": 0.9803921568627451,
      "grad_norm": 2.9985830783843994,
      "learning_rate": 2.9702938044468e-08,
      "loss": 0.951,
      "step": 600
    },
    {
      "epoch": 1.0,
      "step": 612,
      "total_flos": 16017543659520.0,
      "train_loss": 1.0669627922033174,
      "train_runtime": 18486.1158,
      "train_samples_per_second": 0.132,
      "train_steps_per_second": 0.033
    }
  ],
  "logging_steps": 20,
  "max_steps": 612,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 16017543659520.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}