File size: 5,685 Bytes
080252e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.038246795535087585,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 1.9607843137254903,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0784313725490196,
      "grad_norm": 60.86349868774414,
      "learning_rate": 5e-05,
      "loss": 87.992,
      "step": 1
    },
    {
      "epoch": 0.0784313725490196,
      "eval_loss": 6.279521465301514,
      "eval_runtime": 2.283,
      "eval_samples_per_second": 21.901,
      "eval_steps_per_second": 5.694,
      "step": 1
    },
    {
      "epoch": 0.1568627450980392,
      "grad_norm": 66.25541687011719,
      "learning_rate": 0.0001,
      "loss": 92.7498,
      "step": 2
    },
    {
      "epoch": 0.23529411764705882,
      "grad_norm": 83.56111907958984,
      "learning_rate": 9.983788698441369e-05,
      "loss": 104.2699,
      "step": 3
    },
    {
      "epoch": 0.3137254901960784,
      "grad_norm": 74.07500457763672,
      "learning_rate": 9.935271596564688e-05,
      "loss": 73.7409,
      "step": 4
    },
    {
      "epoch": 0.39215686274509803,
      "grad_norm": 122.21480560302734,
      "learning_rate": 9.854798261200746e-05,
      "loss": 52.6066,
      "step": 5
    },
    {
      "epoch": 0.47058823529411764,
      "grad_norm": 216.04931640625,
      "learning_rate": 9.74294850457488e-05,
      "loss": 24.5554,
      "step": 6
    },
    {
      "epoch": 0.5490196078431373,
      "grad_norm": 169.465087890625,
      "learning_rate": 9.600528206746612e-05,
      "loss": 27.2953,
      "step": 7
    },
    {
      "epoch": 0.6274509803921569,
      "grad_norm": 143.66921997070312,
      "learning_rate": 9.428563509225347e-05,
      "loss": 18.9022,
      "step": 8
    },
    {
      "epoch": 0.7058823529411765,
      "grad_norm": 105.4874267578125,
      "learning_rate": 9.22829342159729e-05,
      "loss": 5.5785,
      "step": 9
    },
    {
      "epoch": 0.7843137254901961,
      "grad_norm": 118.35433197021484,
      "learning_rate": 9.001160894432978e-05,
      "loss": 12.1629,
      "step": 10
    },
    {
      "epoch": 0.8627450980392157,
      "grad_norm": 195.34605407714844,
      "learning_rate": 8.74880242279536e-05,
      "loss": 9.8084,
      "step": 11
    },
    {
      "epoch": 0.9411764705882353,
      "grad_norm": 267.8063049316406,
      "learning_rate": 8.473036255255366e-05,
      "loss": 8.0296,
      "step": 12
    },
    {
      "epoch": 1.0196078431372548,
      "grad_norm": 39.37614440917969,
      "learning_rate": 8.175849293369291e-05,
      "loss": 4.7077,
      "step": 13
    },
    {
      "epoch": 1.0980392156862746,
      "grad_norm": 72.95148468017578,
      "learning_rate": 7.859382776007543e-05,
      "loss": 6.9191,
      "step": 14
    },
    {
      "epoch": 1.1764705882352942,
      "grad_norm": 63.84526443481445,
      "learning_rate": 7.525916851679529e-05,
      "loss": 4.7309,
      "step": 15
    },
    {
      "epoch": 1.2549019607843137,
      "grad_norm": 77.97026062011719,
      "learning_rate": 7.177854150011389e-05,
      "loss": 2.3247,
      "step": 16
    },
    {
      "epoch": 1.3333333333333333,
      "grad_norm": 25.761390686035156,
      "learning_rate": 6.817702470744477e-05,
      "loss": 1.8443,
      "step": 17
    },
    {
      "epoch": 1.4117647058823528,
      "grad_norm": 65.09815216064453,
      "learning_rate": 6.448056714980767e-05,
      "loss": 3.2645,
      "step": 18
    },
    {
      "epoch": 1.4901960784313726,
      "grad_norm": 42.31401824951172,
      "learning_rate": 6.071580188860955e-05,
      "loss": 1.0521,
      "step": 19
    },
    {
      "epoch": 1.5686274509803921,
      "grad_norm": 33.89790725708008,
      "learning_rate": 5.690985414382668e-05,
      "loss": 1.5936,
      "step": 20
    },
    {
      "epoch": 1.6470588235294117,
      "grad_norm": 29.281991958618164,
      "learning_rate": 5.3090145856173346e-05,
      "loss": 1.6774,
      "step": 21
    },
    {
      "epoch": 1.7254901960784315,
      "grad_norm": 10.227999687194824,
      "learning_rate": 4.9284198111390456e-05,
      "loss": 0.2475,
      "step": 22
    },
    {
      "epoch": 1.803921568627451,
      "grad_norm": 40.34574890136719,
      "learning_rate": 4.551943285019234e-05,
      "loss": 1.5025,
      "step": 23
    },
    {
      "epoch": 1.8823529411764706,
      "grad_norm": 21.78724479675293,
      "learning_rate": 4.182297529255525e-05,
      "loss": 1.3656,
      "step": 24
    },
    {
      "epoch": 1.9607843137254903,
      "grad_norm": 6.2362823486328125,
      "learning_rate": 3.822145849988612e-05,
      "loss": 0.3406,
      "step": 25
    },
    {
      "epoch": 1.9607843137254903,
      "eval_loss": 0.038246795535087585,
      "eval_runtime": 1.8295,
      "eval_samples_per_second": 27.331,
      "eval_steps_per_second": 7.106,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 39,
  "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": 2.631214808694784e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}