File size: 5,666 Bytes
cf2ce33
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.6234197616577148,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 1.4925373134328357,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05970149253731343,
      "grad_norm": 3.5658681392669678,
      "learning_rate": 5e-05,
      "loss": 4.02,
      "step": 1
    },
    {
      "epoch": 0.05970149253731343,
      "eval_loss": 4.0691962242126465,
      "eval_runtime": 1.0155,
      "eval_samples_per_second": 49.236,
      "eval_steps_per_second": 12.801,
      "step": 1
    },
    {
      "epoch": 0.11940298507462686,
      "grad_norm": 3.6752662658691406,
      "learning_rate": 0.0001,
      "loss": 4.0386,
      "step": 2
    },
    {
      "epoch": 0.1791044776119403,
      "grad_norm": 3.4304988384246826,
      "learning_rate": 9.990365154573717e-05,
      "loss": 3.934,
      "step": 3
    },
    {
      "epoch": 0.23880597014925373,
      "grad_norm": 3.4331161975860596,
      "learning_rate": 9.961501876182148e-05,
      "loss": 3.4025,
      "step": 4
    },
    {
      "epoch": 0.29850746268656714,
      "grad_norm": 2.86146879196167,
      "learning_rate": 9.913533761814537e-05,
      "loss": 2.933,
      "step": 5
    },
    {
      "epoch": 0.3582089552238806,
      "grad_norm": 3.29848575592041,
      "learning_rate": 9.846666218300807e-05,
      "loss": 2.5313,
      "step": 6
    },
    {
      "epoch": 0.417910447761194,
      "grad_norm": 3.4076099395751953,
      "learning_rate": 9.761185582727977e-05,
      "loss": 2.1612,
      "step": 7
    },
    {
      "epoch": 0.47761194029850745,
      "grad_norm": 3.4900922775268555,
      "learning_rate": 9.657457896300791e-05,
      "loss": 1.7945,
      "step": 8
    },
    {
      "epoch": 0.5373134328358209,
      "grad_norm": 3.1352570056915283,
      "learning_rate": 9.535927336897098e-05,
      "loss": 1.592,
      "step": 9
    },
    {
      "epoch": 0.5970149253731343,
      "grad_norm": 2.8966023921966553,
      "learning_rate": 9.397114317029975e-05,
      "loss": 1.3648,
      "step": 10
    },
    {
      "epoch": 0.6567164179104478,
      "grad_norm": 2.6492793560028076,
      "learning_rate": 9.241613255361455e-05,
      "loss": 1.1024,
      "step": 11
    },
    {
      "epoch": 0.7164179104477612,
      "grad_norm": 2.408184766769409,
      "learning_rate": 9.070090031310558e-05,
      "loss": 1.0192,
      "step": 12
    },
    {
      "epoch": 0.7761194029850746,
      "grad_norm": 2.837423086166382,
      "learning_rate": 8.883279133655399e-05,
      "loss": 1.0637,
      "step": 13
    },
    {
      "epoch": 0.835820895522388,
      "grad_norm": 2.4028074741363525,
      "learning_rate": 8.681980515339464e-05,
      "loss": 0.9924,
      "step": 14
    },
    {
      "epoch": 0.8955223880597015,
      "grad_norm": 2.0693113803863525,
      "learning_rate": 8.467056167950311e-05,
      "loss": 0.8807,
      "step": 15
    },
    {
      "epoch": 0.9552238805970149,
      "grad_norm": 2.3545737266540527,
      "learning_rate": 8.239426430539243e-05,
      "loss": 0.8494,
      "step": 16
    },
    {
      "epoch": 1.0149253731343284,
      "grad_norm": 2.4344043731689453,
      "learning_rate": 8.000066048588211e-05,
      "loss": 1.0704,
      "step": 17
    },
    {
      "epoch": 1.0746268656716418,
      "grad_norm": 1.97946035861969,
      "learning_rate": 7.75e-05,
      "loss": 0.8242,
      "step": 18
    },
    {
      "epoch": 1.1343283582089552,
      "grad_norm": 1.3914319276809692,
      "learning_rate": 7.490299105985507e-05,
      "loss": 0.7583,
      "step": 19
    },
    {
      "epoch": 1.1940298507462686,
      "grad_norm": 1.658143401145935,
      "learning_rate": 7.222075445642904e-05,
      "loss": 0.7018,
      "step": 20
    },
    {
      "epoch": 1.2537313432835822,
      "grad_norm": 1.53111732006073,
      "learning_rate": 6.946477593864228e-05,
      "loss": 0.7096,
      "step": 21
    },
    {
      "epoch": 1.3134328358208955,
      "grad_norm": 1.038472056388855,
      "learning_rate": 6.664685702961344e-05,
      "loss": 0.6786,
      "step": 22
    },
    {
      "epoch": 1.373134328358209,
      "grad_norm": 0.9662055373191833,
      "learning_rate": 6.377906449072578e-05,
      "loss": 0.6339,
      "step": 23
    },
    {
      "epoch": 1.4328358208955223,
      "grad_norm": 1.0910096168518066,
      "learning_rate": 6.087367864990233e-05,
      "loss": 0.6243,
      "step": 24
    },
    {
      "epoch": 1.4925373134328357,
      "grad_norm": 1.071887493133545,
      "learning_rate": 5.794314081535644e-05,
      "loss": 0.6414,
      "step": 25
    },
    {
      "epoch": 1.4925373134328357,
      "eval_loss": 0.6234197616577148,
      "eval_runtime": 0.5477,
      "eval_samples_per_second": 91.288,
      "eval_steps_per_second": 23.735,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 50,
  "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": 3.91521434075136e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}