File size: 5,699 Bytes
9946a97
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9541823863983154,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.005465376837732962,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.00021861507350931847,
      "grad_norm": 16.41507339477539,
      "learning_rate": 2e-05,
      "loss": 7.5287,
      "step": 1
    },
    {
      "epoch": 0.00021861507350931847,
      "eval_loss": 2.686614751815796,
      "eval_runtime": 565.8801,
      "eval_samples_per_second": 13.614,
      "eval_steps_per_second": 1.702,
      "step": 1
    },
    {
      "epoch": 0.00043723014701863694,
      "grad_norm": 17.904094696044922,
      "learning_rate": 4e-05,
      "loss": 7.593,
      "step": 2
    },
    {
      "epoch": 0.0006558452205279554,
      "grad_norm": 12.485776901245117,
      "learning_rate": 6e-05,
      "loss": 7.2943,
      "step": 3
    },
    {
      "epoch": 0.0008744602940372739,
      "grad_norm": 12.988239288330078,
      "learning_rate": 8e-05,
      "loss": 6.6725,
      "step": 4
    },
    {
      "epoch": 0.0010930753675465923,
      "grad_norm": 10.89429759979248,
      "learning_rate": 0.0001,
      "loss": 6.5304,
      "step": 5
    },
    {
      "epoch": 0.0013116904410559109,
      "grad_norm": 9.193744659423828,
      "learning_rate": 9.987820251299122e-05,
      "loss": 5.9895,
      "step": 6
    },
    {
      "epoch": 0.0015303055145652292,
      "grad_norm": 9.274890899658203,
      "learning_rate": 9.951340343707852e-05,
      "loss": 5.8249,
      "step": 7
    },
    {
      "epoch": 0.0017489205880745478,
      "grad_norm": 7.4982757568359375,
      "learning_rate": 9.890738003669029e-05,
      "loss": 5.6199,
      "step": 8
    },
    {
      "epoch": 0.001967535661583866,
      "grad_norm": 8.323856353759766,
      "learning_rate": 9.806308479691595e-05,
      "loss": 5.688,
      "step": 9
    },
    {
      "epoch": 0.0021861507350931847,
      "grad_norm": 7.066643714904785,
      "learning_rate": 9.698463103929542e-05,
      "loss": 5.6599,
      "step": 10
    },
    {
      "epoch": 0.002404765808602503,
      "grad_norm": 5.9596967697143555,
      "learning_rate": 9.567727288213005e-05,
      "loss": 5.3799,
      "step": 11
    },
    {
      "epoch": 0.0026233808821118218,
      "grad_norm": 6.757927417755127,
      "learning_rate": 9.414737964294636e-05,
      "loss": 5.6411,
      "step": 12
    },
    {
      "epoch": 0.00284199595562114,
      "grad_norm": 6.3292646408081055,
      "learning_rate": 9.24024048078213e-05,
      "loss": 5.3375,
      "step": 13
    },
    {
      "epoch": 0.0030606110291304584,
      "grad_norm": 6.017701625823975,
      "learning_rate": 9.045084971874738e-05,
      "loss": 5.3429,
      "step": 14
    },
    {
      "epoch": 0.003279226102639777,
      "grad_norm": 6.756369590759277,
      "learning_rate": 8.83022221559489e-05,
      "loss": 5.2225,
      "step": 15
    },
    {
      "epoch": 0.0034978411761490955,
      "grad_norm": 6.3840556144714355,
      "learning_rate": 8.596699001693255e-05,
      "loss": 4.9592,
      "step": 16
    },
    {
      "epoch": 0.003716456249658414,
      "grad_norm": 6.946917533874512,
      "learning_rate": 8.345653031794292e-05,
      "loss": 4.8436,
      "step": 17
    },
    {
      "epoch": 0.003935071323167732,
      "grad_norm": 6.3738017082214355,
      "learning_rate": 8.07830737662829e-05,
      "loss": 4.9505,
      "step": 18
    },
    {
      "epoch": 0.004153686396677051,
      "grad_norm": 6.2189812660217285,
      "learning_rate": 7.795964517353735e-05,
      "loss": 4.8429,
      "step": 19
    },
    {
      "epoch": 0.004372301470186369,
      "grad_norm": 6.281938552856445,
      "learning_rate": 7.500000000000001e-05,
      "loss": 4.9461,
      "step": 20
    },
    {
      "epoch": 0.004590916543695688,
      "grad_norm": 6.083291530609131,
      "learning_rate": 7.191855733945387e-05,
      "loss": 4.8348,
      "step": 21
    },
    {
      "epoch": 0.004809531617205006,
      "grad_norm": 6.0507378578186035,
      "learning_rate": 6.873032967079561e-05,
      "loss": 4.8981,
      "step": 22
    },
    {
      "epoch": 0.005028146690714325,
      "grad_norm": 6.219107151031494,
      "learning_rate": 6.545084971874738e-05,
      "loss": 4.7594,
      "step": 23
    },
    {
      "epoch": 0.0052467617642236435,
      "grad_norm": 5.713433742523193,
      "learning_rate": 6.209609477998338e-05,
      "loss": 4.8685,
      "step": 24
    },
    {
      "epoch": 0.005465376837732962,
      "grad_norm": 6.037445068359375,
      "learning_rate": 5.868240888334653e-05,
      "loss": 4.6413,
      "step": 25
    },
    {
      "epoch": 0.005465376837732962,
      "eval_loss": 0.9541823863983154,
      "eval_runtime": 571.4514,
      "eval_samples_per_second": 13.481,
      "eval_steps_per_second": 1.685,
      "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": 5,
        "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": 3.57749904900096e+16,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}