File size: 5,710 Bytes
65b7c60
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.8483147621154785,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.3109211037699184,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.012436844150796735,
      "grad_norm": 4.334837913513184,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 4.2908,
      "step": 1
    },
    {
      "epoch": 0.012436844150796735,
      "eval_loss": 6.697080135345459,
      "eval_runtime": 4.4995,
      "eval_samples_per_second": 11.112,
      "eval_steps_per_second": 2.889,
      "step": 1
    },
    {
      "epoch": 0.02487368830159347,
      "grad_norm": 4.578608512878418,
      "learning_rate": 6.666666666666667e-05,
      "loss": 4.86,
      "step": 2
    },
    {
      "epoch": 0.03731053245239021,
      "grad_norm": 4.818152904510498,
      "learning_rate": 0.0001,
      "loss": 4.925,
      "step": 3
    },
    {
      "epoch": 0.04974737660318694,
      "grad_norm": 5.355129241943359,
      "learning_rate": 9.99571699711836e-05,
      "loss": 4.5105,
      "step": 4
    },
    {
      "epoch": 0.06218422075398368,
      "grad_norm": 5.519801616668701,
      "learning_rate": 9.982876141412856e-05,
      "loss": 3.597,
      "step": 5
    },
    {
      "epoch": 0.07462106490478042,
      "grad_norm": 4.105515480041504,
      "learning_rate": 9.961501876182148e-05,
      "loss": 2.9274,
      "step": 6
    },
    {
      "epoch": 0.08705790905557714,
      "grad_norm": 3.8129172325134277,
      "learning_rate": 9.931634888554937e-05,
      "loss": 2.7116,
      "step": 7
    },
    {
      "epoch": 0.09949475320637388,
      "grad_norm": 3.111717939376831,
      "learning_rate": 9.893332032039701e-05,
      "loss": 2.4759,
      "step": 8
    },
    {
      "epoch": 0.11193159735717062,
      "grad_norm": 3.8541200160980225,
      "learning_rate": 9.846666218300807e-05,
      "loss": 2.2602,
      "step": 9
    },
    {
      "epoch": 0.12436844150796736,
      "grad_norm": 3.1858394145965576,
      "learning_rate": 9.791726278367022e-05,
      "loss": 2.1403,
      "step": 10
    },
    {
      "epoch": 0.1368052856587641,
      "grad_norm": 2.9167511463165283,
      "learning_rate": 9.728616793536588e-05,
      "loss": 1.8919,
      "step": 11
    },
    {
      "epoch": 0.14924212980956084,
      "grad_norm": 6.798462390899658,
      "learning_rate": 9.657457896300791e-05,
      "loss": 1.6077,
      "step": 12
    },
    {
      "epoch": 0.16167897396035755,
      "grad_norm": 11.831518173217773,
      "learning_rate": 9.578385041664925e-05,
      "loss": 3.0053,
      "step": 13
    },
    {
      "epoch": 0.17411581811115429,
      "grad_norm": 9.798856735229492,
      "learning_rate": 9.491548749301997e-05,
      "loss": 2.8547,
      "step": 14
    },
    {
      "epoch": 0.18655266226195102,
      "grad_norm": 4.359902858734131,
      "learning_rate": 9.397114317029975e-05,
      "loss": 2.5411,
      "step": 15
    },
    {
      "epoch": 0.19898950641274776,
      "grad_norm": 2.2944040298461914,
      "learning_rate": 9.295261506157986e-05,
      "loss": 2.3035,
      "step": 16
    },
    {
      "epoch": 0.2114263505635445,
      "grad_norm": 2.36320424079895,
      "learning_rate": 9.186184199300464e-05,
      "loss": 2.1875,
      "step": 17
    },
    {
      "epoch": 0.22386319471434124,
      "grad_norm": 2.428184986114502,
      "learning_rate": 9.070090031310558e-05,
      "loss": 2.1433,
      "step": 18
    },
    {
      "epoch": 0.23630003886513798,
      "grad_norm": 2.2989890575408936,
      "learning_rate": 8.947199994035401e-05,
      "loss": 2.1427,
      "step": 19
    },
    {
      "epoch": 0.24873688301593472,
      "grad_norm": 2.1419265270233154,
      "learning_rate": 8.817748015645558e-05,
      "loss": 1.9281,
      "step": 20
    },
    {
      "epoch": 0.26117372716673143,
      "grad_norm": 1.9683345556259155,
      "learning_rate": 8.681980515339464e-05,
      "loss": 1.7075,
      "step": 21
    },
    {
      "epoch": 0.2736105713175282,
      "grad_norm": 1.7316274642944336,
      "learning_rate": 8.540155934270471e-05,
      "loss": 1.7915,
      "step": 22
    },
    {
      "epoch": 0.2860474154683249,
      "grad_norm": 1.917214035987854,
      "learning_rate": 8.392544243589427e-05,
      "loss": 1.6485,
      "step": 23
    },
    {
      "epoch": 0.2984842596191217,
      "grad_norm": 1.8824145793914795,
      "learning_rate": 8.239426430539243e-05,
      "loss": 1.3475,
      "step": 24
    },
    {
      "epoch": 0.3109211037699184,
      "grad_norm": 8.887231826782227,
      "learning_rate": 8.081093963579707e-05,
      "loss": 0.772,
      "step": 25
    },
    {
      "epoch": 0.3109211037699184,
      "eval_loss": 1.8483147621154785,
      "eval_runtime": 4.4758,
      "eval_samples_per_second": 11.171,
      "eval_steps_per_second": 2.905,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 75,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "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": 2.984041808658432e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}