File size: 5,732 Bytes
bb42fb5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.6681258082389832,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.05151983513652756,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0020607934054611026,
      "grad_norm": 29.148273468017578,
      "learning_rate": 0.0001,
      "loss": 6.3214,
      "step": 1
    },
    {
      "epoch": 0.0020607934054611026,
      "eval_loss": 9.2053804397583,
      "eval_runtime": 15.2432,
      "eval_samples_per_second": 13.449,
      "eval_steps_per_second": 6.757,
      "step": 1
    },
    {
      "epoch": 0.004121586810922205,
      "grad_norm": 36.22698974609375,
      "learning_rate": 0.0002,
      "loss": 6.6115,
      "step": 2
    },
    {
      "epoch": 0.0061823802163833074,
      "grad_norm": 23.70931625366211,
      "learning_rate": 0.00019978589232386035,
      "loss": 5.1783,
      "step": 3
    },
    {
      "epoch": 0.00824317362184441,
      "grad_norm": 20.946331024169922,
      "learning_rate": 0.00019914448613738106,
      "loss": 3.7375,
      "step": 4
    },
    {
      "epoch": 0.010303967027305513,
      "grad_norm": 12.989495277404785,
      "learning_rate": 0.00019807852804032305,
      "loss": 2.4732,
      "step": 5
    },
    {
      "epoch": 0.012364760432766615,
      "grad_norm": 16.429964065551758,
      "learning_rate": 0.00019659258262890683,
      "loss": 2.2351,
      "step": 6
    },
    {
      "epoch": 0.014425553838227717,
      "grad_norm": 13.84890079498291,
      "learning_rate": 0.0001946930129495106,
      "loss": 0.9687,
      "step": 7
    },
    {
      "epoch": 0.01648634724368882,
      "grad_norm": 34.05931091308594,
      "learning_rate": 0.0001923879532511287,
      "loss": 0.6392,
      "step": 8
    },
    {
      "epoch": 0.01854714064914992,
      "grad_norm": 29.02243995666504,
      "learning_rate": 0.00018968727415326884,
      "loss": 1.246,
      "step": 9
    },
    {
      "epoch": 0.020607934054611025,
      "grad_norm": 15.838531494140625,
      "learning_rate": 0.00018660254037844388,
      "loss": 0.8761,
      "step": 10
    },
    {
      "epoch": 0.02266872746007213,
      "grad_norm": 14.478208541870117,
      "learning_rate": 0.00018314696123025454,
      "loss": 1.159,
      "step": 11
    },
    {
      "epoch": 0.02472952086553323,
      "grad_norm": 10.877490997314453,
      "learning_rate": 0.00017933533402912354,
      "loss": 0.6689,
      "step": 12
    },
    {
      "epoch": 0.026790314270994334,
      "grad_norm": 10.949230194091797,
      "learning_rate": 0.00017518398074789775,
      "loss": 0.3131,
      "step": 13
    },
    {
      "epoch": 0.028851107676455434,
      "grad_norm": 7.338247776031494,
      "learning_rate": 0.00017071067811865476,
      "loss": 0.3484,
      "step": 14
    },
    {
      "epoch": 0.030911901081916538,
      "grad_norm": 11.679816246032715,
      "learning_rate": 0.00016593458151000688,
      "loss": 0.4747,
      "step": 15
    },
    {
      "epoch": 0.03297269448737764,
      "grad_norm": 7.882423400878906,
      "learning_rate": 0.00016087614290087208,
      "loss": 0.3737,
      "step": 16
    },
    {
      "epoch": 0.03503348789283874,
      "grad_norm": 13.34092903137207,
      "learning_rate": 0.00015555702330196023,
      "loss": 0.4526,
      "step": 17
    },
    {
      "epoch": 0.03709428129829984,
      "grad_norm": 9.12542724609375,
      "learning_rate": 0.00015000000000000001,
      "loss": 0.4328,
      "step": 18
    },
    {
      "epoch": 0.03915507470376095,
      "grad_norm": 9.532864570617676,
      "learning_rate": 0.00014422886902190014,
      "loss": 0.4319,
      "step": 19
    },
    {
      "epoch": 0.04121586810922205,
      "grad_norm": 4.404548645019531,
      "learning_rate": 0.000138268343236509,
      "loss": 0.2462,
      "step": 20
    },
    {
      "epoch": 0.04327666151468315,
      "grad_norm": 3.681804895401001,
      "learning_rate": 0.00013214394653031616,
      "loss": 0.2135,
      "step": 21
    },
    {
      "epoch": 0.04533745492014426,
      "grad_norm": 4.448928356170654,
      "learning_rate": 0.00012588190451025207,
      "loss": 0.2531,
      "step": 22
    },
    {
      "epoch": 0.04739824832560536,
      "grad_norm": 13.782437324523926,
      "learning_rate": 0.00011950903220161285,
      "loss": 0.4945,
      "step": 23
    },
    {
      "epoch": 0.04945904173106646,
      "grad_norm": 35.12315368652344,
      "learning_rate": 0.00011305261922200519,
      "loss": 0.9411,
      "step": 24
    },
    {
      "epoch": 0.05151983513652756,
      "grad_norm": 62.50826644897461,
      "learning_rate": 0.00010654031292301432,
      "loss": 0.823,
      "step": 25
    },
    {
      "epoch": 0.05151983513652756,
      "eval_loss": 0.6681258082389832,
      "eval_runtime": 14.8471,
      "eval_samples_per_second": 13.807,
      "eval_steps_per_second": 6.937,
      "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": 1802385752064000.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}