File size: 5,675 Bytes
3dbb785
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 2.102243423461914,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 1.7614879649890591,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0700218818380744,
      "grad_norm": 1.633942723274231,
      "learning_rate": 5e-05,
      "loss": 2.6952,
      "step": 1
    },
    {
      "epoch": 0.0700218818380744,
      "eval_loss": 3.6040544509887695,
      "eval_runtime": 3.2655,
      "eval_samples_per_second": 15.312,
      "eval_steps_per_second": 3.981,
      "step": 1
    },
    {
      "epoch": 0.1400437636761488,
      "grad_norm": 2.6368229389190674,
      "learning_rate": 0.0001,
      "loss": 3.3777,
      "step": 2
    },
    {
      "epoch": 0.2100656455142232,
      "grad_norm": 3.303011894226074,
      "learning_rate": 9.986796105326832e-05,
      "loss": 3.7999,
      "step": 3
    },
    {
      "epoch": 0.2800875273522976,
      "grad_norm": 1.2726417779922485,
      "learning_rate": 9.947261907011569e-05,
      "loss": 2.3031,
      "step": 4
    },
    {
      "epoch": 0.350109409190372,
      "grad_norm": 1.2783796787261963,
      "learning_rate": 9.881629407450006e-05,
      "loss": 2.3962,
      "step": 5
    },
    {
      "epoch": 0.4201312910284464,
      "grad_norm": 1.3582242727279663,
      "learning_rate": 9.790283764247188e-05,
      "loss": 2.6746,
      "step": 6
    },
    {
      "epoch": 0.49015317286652077,
      "grad_norm": 1.5070379972457886,
      "learning_rate": 9.673761029959427e-05,
      "loss": 2.8905,
      "step": 7
    },
    {
      "epoch": 0.5601750547045952,
      "grad_norm": 0.6870237588882446,
      "learning_rate": 9.53274500632475e-05,
      "loss": 2.0523,
      "step": 8
    },
    {
      "epoch": 0.6301969365426696,
      "grad_norm": 0.9523475766181946,
      "learning_rate": 9.368063231442406e-05,
      "loss": 2.2519,
      "step": 9
    },
    {
      "epoch": 0.700218818380744,
      "grad_norm": 1.1165454387664795,
      "learning_rate": 9.18068212345023e-05,
      "loss": 2.393,
      "step": 10
    },
    {
      "epoch": 0.7702407002188184,
      "grad_norm": 0.695467472076416,
      "learning_rate": 8.971701309198744e-05,
      "loss": 2.0263,
      "step": 11
    },
    {
      "epoch": 0.8402625820568927,
      "grad_norm": 0.6714878678321838,
      "learning_rate": 8.742347171203542e-05,
      "loss": 2.1084,
      "step": 12
    },
    {
      "epoch": 0.9102844638949672,
      "grad_norm": 0.6725563406944275,
      "learning_rate": 8.493965650745043e-05,
      "loss": 2.1664,
      "step": 13
    },
    {
      "epoch": 0.9803063457330415,
      "grad_norm": 1.050344705581665,
      "learning_rate": 8.228014349349872e-05,
      "loss": 2.3538,
      "step": 14
    },
    {
      "epoch": 1.061269146608315,
      "grad_norm": 0.7588531374931335,
      "learning_rate": 7.946053975005496e-05,
      "loss": 3.6319,
      "step": 15
    },
    {
      "epoch": 1.1312910284463895,
      "grad_norm": 0.4252834618091583,
      "learning_rate": 7.649739183305184e-05,
      "loss": 1.9929,
      "step": 16
    },
    {
      "epoch": 1.201312910284464,
      "grad_norm": 0.513961136341095,
      "learning_rate": 7.34080886727103e-05,
      "loss": 2.2055,
      "step": 17
    },
    {
      "epoch": 1.2713347921225382,
      "grad_norm": 0.293118417263031,
      "learning_rate": 7.021075952838262e-05,
      "loss": 1.8496,
      "step": 18
    },
    {
      "epoch": 1.3413566739606126,
      "grad_norm": 0.4085014760494232,
      "learning_rate": 6.692416759884978e-05,
      "loss": 2.108,
      "step": 19
    },
    {
      "epoch": 1.411378555798687,
      "grad_norm": 0.4628095328807831,
      "learning_rate": 6.356759991241008e-05,
      "loss": 2.0348,
      "step": 20
    },
    {
      "epoch": 1.4814004376367615,
      "grad_norm": 0.7262138724327087,
      "learning_rate": 6.016075414292803e-05,
      "loss": 2.1714,
      "step": 21
    },
    {
      "epoch": 1.551422319474836,
      "grad_norm": 0.3327035903930664,
      "learning_rate": 5.6723623016051596e-05,
      "loss": 1.9761,
      "step": 22
    },
    {
      "epoch": 1.6214442013129102,
      "grad_norm": 0.351529598236084,
      "learning_rate": 5.3276376983948415e-05,
      "loss": 1.878,
      "step": 23
    },
    {
      "epoch": 1.6914660831509847,
      "grad_norm": 0.45825445652008057,
      "learning_rate": 4.9839245857071994e-05,
      "loss": 2.03,
      "step": 24
    },
    {
      "epoch": 1.7614879649890591,
      "grad_norm": 0.24266967177391052,
      "learning_rate": 4.643240008758992e-05,
      "loss": 1.7572,
      "step": 25
    },
    {
      "epoch": 1.7614879649890591,
      "eval_loss": 2.102243423461914,
      "eval_runtime": 3.3017,
      "eval_samples_per_second": 15.144,
      "eval_steps_per_second": 3.937,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 43,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 25,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 1,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.66009604784128e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}