File size: 5,710 Bytes
84bb303
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.0087976455688477,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.06720430107526881,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.002688172043010753,
      "grad_norm": 0.5243517756462097,
      "learning_rate": 5e-05,
      "loss": 1.3564,
      "step": 1
    },
    {
      "epoch": 0.002688172043010753,
      "eval_loss": 2.6512537002563477,
      "eval_runtime": 3.0315,
      "eval_samples_per_second": 16.493,
      "eval_steps_per_second": 4.288,
      "step": 1
    },
    {
      "epoch": 0.005376344086021506,
      "grad_norm": 0.586245596408844,
      "learning_rate": 0.0001,
      "loss": 1.135,
      "step": 2
    },
    {
      "epoch": 0.008064516129032258,
      "grad_norm": 0.7690654993057251,
      "learning_rate": 9.958086757163489e-05,
      "loss": 1.1266,
      "step": 3
    },
    {
      "epoch": 0.010752688172043012,
      "grad_norm": 1.0103049278259277,
      "learning_rate": 9.833127793065098e-05,
      "loss": 1.1685,
      "step": 4
    },
    {
      "epoch": 0.013440860215053764,
      "grad_norm": 1.226269006729126,
      "learning_rate": 9.627450856774539e-05,
      "loss": 1.1974,
      "step": 5
    },
    {
      "epoch": 0.016129032258064516,
      "grad_norm": 1.2247505187988281,
      "learning_rate": 9.3448873204592e-05,
      "loss": 1.0919,
      "step": 6
    },
    {
      "epoch": 0.01881720430107527,
      "grad_norm": 1.4154307842254639,
      "learning_rate": 8.990700808169889e-05,
      "loss": 1.1176,
      "step": 7
    },
    {
      "epoch": 0.021505376344086023,
      "grad_norm": 1.6466119289398193,
      "learning_rate": 8.571489144483944e-05,
      "loss": 1.0627,
      "step": 8
    },
    {
      "epoch": 0.024193548387096774,
      "grad_norm": 2.3295235633850098,
      "learning_rate": 8.095061449516903e-05,
      "loss": 1.1398,
      "step": 9
    },
    {
      "epoch": 0.026881720430107527,
      "grad_norm": 1.398525357246399,
      "learning_rate": 7.570292669790186e-05,
      "loss": 1.2629,
      "step": 10
    },
    {
      "epoch": 0.02956989247311828,
      "grad_norm": 3.2756099700927734,
      "learning_rate": 7.006958254769438e-05,
      "loss": 1.4204,
      "step": 11
    },
    {
      "epoch": 0.03225806451612903,
      "grad_norm": 10.254135131835938,
      "learning_rate": 6.415552058736854e-05,
      "loss": 3.0618,
      "step": 12
    },
    {
      "epoch": 0.03494623655913978,
      "grad_norm": 2.216543197631836,
      "learning_rate": 5.80709086014102e-05,
      "loss": 1.5946,
      "step": 13
    },
    {
      "epoch": 0.03763440860215054,
      "grad_norm": 0.9413918852806091,
      "learning_rate": 5.192909139858981e-05,
      "loss": 0.6634,
      "step": 14
    },
    {
      "epoch": 0.04032258064516129,
      "grad_norm": 0.8472892045974731,
      "learning_rate": 4.584447941263149e-05,
      "loss": 0.6219,
      "step": 15
    },
    {
      "epoch": 0.043010752688172046,
      "grad_norm": 0.8010571599006653,
      "learning_rate": 3.9930417452305626e-05,
      "loss": 0.594,
      "step": 16
    },
    {
      "epoch": 0.0456989247311828,
      "grad_norm": 0.7249171733856201,
      "learning_rate": 3.4297073302098156e-05,
      "loss": 0.588,
      "step": 17
    },
    {
      "epoch": 0.04838709677419355,
      "grad_norm": 0.9256644248962402,
      "learning_rate": 2.9049385504830985e-05,
      "loss": 0.6124,
      "step": 18
    },
    {
      "epoch": 0.051075268817204304,
      "grad_norm": 1.1914323568344116,
      "learning_rate": 2.4285108555160577e-05,
      "loss": 0.7214,
      "step": 19
    },
    {
      "epoch": 0.053763440860215055,
      "grad_norm": 1.3401687145233154,
      "learning_rate": 2.0092991918301108e-05,
      "loss": 0.7451,
      "step": 20
    },
    {
      "epoch": 0.056451612903225805,
      "grad_norm": 1.589096188545227,
      "learning_rate": 1.6551126795408016e-05,
      "loss": 0.7814,
      "step": 21
    },
    {
      "epoch": 0.05913978494623656,
      "grad_norm": 1.599652647972107,
      "learning_rate": 1.3725491432254624e-05,
      "loss": 0.8536,
      "step": 22
    },
    {
      "epoch": 0.06182795698924731,
      "grad_norm": 2.6867475509643555,
      "learning_rate": 1.1668722069349041e-05,
      "loss": 1.034,
      "step": 23
    },
    {
      "epoch": 0.06451612903225806,
      "grad_norm": 2.4770703315734863,
      "learning_rate": 1.0419132428365116e-05,
      "loss": 1.4655,
      "step": 24
    },
    {
      "epoch": 0.06720430107526881,
      "grad_norm": 5.324666500091553,
      "learning_rate": 1e-05,
      "loss": 1.822,
      "step": 25
    },
    {
      "epoch": 0.06720430107526881,
      "eval_loss": 1.0087976455688477,
      "eval_runtime": 3.0723,
      "eval_samples_per_second": 16.274,
      "eval_steps_per_second": 4.231,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 25,
  "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": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.66009604784128e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}