File size: 5,709 Bytes
76c5188
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4245748519897461,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.1554605518849592,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.006218422075398368,
      "grad_norm": 0.2913303077220917,
      "learning_rate": 5e-05,
      "loss": 0.475,
      "step": 1
    },
    {
      "epoch": 0.006218422075398368,
      "eval_loss": 0.5045433640480042,
      "eval_runtime": 0.5095,
      "eval_samples_per_second": 98.132,
      "eval_steps_per_second": 25.514,
      "step": 1
    },
    {
      "epoch": 0.012436844150796735,
      "grad_norm": 0.38276663422584534,
      "learning_rate": 0.0001,
      "loss": 0.5375,
      "step": 2
    },
    {
      "epoch": 0.018655266226195105,
      "grad_norm": 0.3404656946659088,
      "learning_rate": 9.990365154573717e-05,
      "loss": 0.5005,
      "step": 3
    },
    {
      "epoch": 0.02487368830159347,
      "grad_norm": 0.3976130783557892,
      "learning_rate": 9.961501876182148e-05,
      "loss": 0.5058,
      "step": 4
    },
    {
      "epoch": 0.03109211037699184,
      "grad_norm": 0.43010473251342773,
      "learning_rate": 9.913533761814537e-05,
      "loss": 0.4751,
      "step": 5
    },
    {
      "epoch": 0.03731053245239021,
      "grad_norm": 0.3909026086330414,
      "learning_rate": 9.846666218300807e-05,
      "loss": 0.425,
      "step": 6
    },
    {
      "epoch": 0.04352895452778857,
      "grad_norm": 0.4095744490623474,
      "learning_rate": 9.761185582727977e-05,
      "loss": 0.4334,
      "step": 7
    },
    {
      "epoch": 0.04974737660318694,
      "grad_norm": 0.3364117443561554,
      "learning_rate": 9.657457896300791e-05,
      "loss": 0.4534,
      "step": 8
    },
    {
      "epoch": 0.05596579867858531,
      "grad_norm": 0.38661929965019226,
      "learning_rate": 9.535927336897098e-05,
      "loss": 0.4428,
      "step": 9
    },
    {
      "epoch": 0.06218422075398368,
      "grad_norm": 0.3577762246131897,
      "learning_rate": 9.397114317029975e-05,
      "loss": 0.4222,
      "step": 10
    },
    {
      "epoch": 0.06840264282938205,
      "grad_norm": 0.38591301441192627,
      "learning_rate": 9.241613255361455e-05,
      "loss": 0.4726,
      "step": 11
    },
    {
      "epoch": 0.07462106490478042,
      "grad_norm": 0.4137956500053406,
      "learning_rate": 9.070090031310558e-05,
      "loss": 0.4788,
      "step": 12
    },
    {
      "epoch": 0.08083948698017877,
      "grad_norm": 0.34584131836891174,
      "learning_rate": 8.883279133655399e-05,
      "loss": 0.51,
      "step": 13
    },
    {
      "epoch": 0.08705790905557714,
      "grad_norm": 0.34742724895477295,
      "learning_rate": 8.681980515339464e-05,
      "loss": 0.5087,
      "step": 14
    },
    {
      "epoch": 0.09327633113097551,
      "grad_norm": 0.28792425990104675,
      "learning_rate": 8.467056167950311e-05,
      "loss": 0.5012,
      "step": 15
    },
    {
      "epoch": 0.09949475320637388,
      "grad_norm": 0.27981409430503845,
      "learning_rate": 8.239426430539243e-05,
      "loss": 0.4516,
      "step": 16
    },
    {
      "epoch": 0.10571317528177225,
      "grad_norm": 0.24301674962043762,
      "learning_rate": 8.000066048588211e-05,
      "loss": 0.434,
      "step": 17
    },
    {
      "epoch": 0.11193159735717062,
      "grad_norm": 0.2562877833843231,
      "learning_rate": 7.75e-05,
      "loss": 0.434,
      "step": 18
    },
    {
      "epoch": 0.11815001943256899,
      "grad_norm": 0.286357581615448,
      "learning_rate": 7.490299105985507e-05,
      "loss": 0.4251,
      "step": 19
    },
    {
      "epoch": 0.12436844150796736,
      "grad_norm": 0.2870616614818573,
      "learning_rate": 7.222075445642904e-05,
      "loss": 0.43,
      "step": 20
    },
    {
      "epoch": 0.13058686358336571,
      "grad_norm": 0.3156386613845825,
      "learning_rate": 6.946477593864228e-05,
      "loss": 0.3893,
      "step": 21
    },
    {
      "epoch": 0.1368052856587641,
      "grad_norm": 0.3494302034378052,
      "learning_rate": 6.664685702961344e-05,
      "loss": 0.471,
      "step": 22
    },
    {
      "epoch": 0.14302370773416245,
      "grad_norm": 0.3314909040927887,
      "learning_rate": 6.377906449072578e-05,
      "loss": 0.4718,
      "step": 23
    },
    {
      "epoch": 0.14924212980956084,
      "grad_norm": 0.4106487035751343,
      "learning_rate": 6.087367864990233e-05,
      "loss": 0.471,
      "step": 24
    },
    {
      "epoch": 0.1554605518849592,
      "grad_norm": 0.5664718151092529,
      "learning_rate": 5.794314081535644e-05,
      "loss": 0.4542,
      "step": 25
    },
    {
      "epoch": 0.1554605518849592,
      "eval_loss": 0.4245748519897461,
      "eval_runtime": 0.5058,
      "eval_samples_per_second": 98.859,
      "eval_steps_per_second": 25.703,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 50,
  "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": 1.2754075942649856e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}