File size: 5,730 Bytes
be401e7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 4.555571556091309,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.017114495978093443,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0006845798391237378,
      "grad_norm": 1.8983988761901855,
      "learning_rate": 5e-05,
      "loss": 5.5369,
      "step": 1
    },
    {
      "epoch": 0.0006845798391237378,
      "eval_loss": 5.087055683135986,
      "eval_runtime": 1.8291,
      "eval_samples_per_second": 27.336,
      "eval_steps_per_second": 7.107,
      "step": 1
    },
    {
      "epoch": 0.0013691596782474755,
      "grad_norm": 1.7235485315322876,
      "learning_rate": 0.0001,
      "loss": 5.2483,
      "step": 2
    },
    {
      "epoch": 0.0020537395173712133,
      "grad_norm": 1.5233309268951416,
      "learning_rate": 9.990365154573717e-05,
      "loss": 5.085,
      "step": 3
    },
    {
      "epoch": 0.002738319356494951,
      "grad_norm": 1.1321425437927246,
      "learning_rate": 9.961501876182148e-05,
      "loss": 4.9184,
      "step": 4
    },
    {
      "epoch": 0.003422899195618689,
      "grad_norm": 2.263650417327881,
      "learning_rate": 9.913533761814537e-05,
      "loss": 4.8358,
      "step": 5
    },
    {
      "epoch": 0.004107479034742427,
      "grad_norm": 0.9546835422515869,
      "learning_rate": 9.846666218300807e-05,
      "loss": 4.8692,
      "step": 6
    },
    {
      "epoch": 0.004792058873866164,
      "grad_norm": 0.7501165270805359,
      "learning_rate": 9.761185582727977e-05,
      "loss": 4.9064,
      "step": 7
    },
    {
      "epoch": 0.005476638712989902,
      "grad_norm": 0.5767120122909546,
      "learning_rate": 9.657457896300791e-05,
      "loss": 4.8118,
      "step": 8
    },
    {
      "epoch": 0.00616121855211364,
      "grad_norm": 0.6856655478477478,
      "learning_rate": 9.535927336897098e-05,
      "loss": 4.8149,
      "step": 9
    },
    {
      "epoch": 0.006845798391237378,
      "grad_norm": 0.7905865907669067,
      "learning_rate": 9.397114317029975e-05,
      "loss": 4.8121,
      "step": 10
    },
    {
      "epoch": 0.0075303782303611155,
      "grad_norm": 1.2904866933822632,
      "learning_rate": 9.241613255361455e-05,
      "loss": 4.8751,
      "step": 11
    },
    {
      "epoch": 0.008214958069484853,
      "grad_norm": 0.7690590620040894,
      "learning_rate": 9.070090031310558e-05,
      "loss": 4.8562,
      "step": 12
    },
    {
      "epoch": 0.008899537908608592,
      "grad_norm": 1.3141318559646606,
      "learning_rate": 8.883279133655399e-05,
      "loss": 5.1032,
      "step": 13
    },
    {
      "epoch": 0.009584117747732329,
      "grad_norm": 1.111348271369934,
      "learning_rate": 8.681980515339464e-05,
      "loss": 5.0121,
      "step": 14
    },
    {
      "epoch": 0.010268697586856067,
      "grad_norm": 0.9109743237495422,
      "learning_rate": 8.467056167950311e-05,
      "loss": 4.7557,
      "step": 15
    },
    {
      "epoch": 0.010953277425979804,
      "grad_norm": 0.5635835528373718,
      "learning_rate": 8.239426430539243e-05,
      "loss": 4.6933,
      "step": 16
    },
    {
      "epoch": 0.011637857265103543,
      "grad_norm": 1.2304234504699707,
      "learning_rate": 8.000066048588211e-05,
      "loss": 4.5971,
      "step": 17
    },
    {
      "epoch": 0.01232243710422728,
      "grad_norm": 1.4028397798538208,
      "learning_rate": 7.75e-05,
      "loss": 4.6146,
      "step": 18
    },
    {
      "epoch": 0.013007016943351019,
      "grad_norm": 1.7947639226913452,
      "learning_rate": 7.490299105985507e-05,
      "loss": 4.611,
      "step": 19
    },
    {
      "epoch": 0.013691596782474755,
      "grad_norm": 1.5065919160842896,
      "learning_rate": 7.222075445642904e-05,
      "loss": 4.622,
      "step": 20
    },
    {
      "epoch": 0.014376176621598494,
      "grad_norm": 0.48089975118637085,
      "learning_rate": 6.946477593864228e-05,
      "loss": 4.6141,
      "step": 21
    },
    {
      "epoch": 0.015060756460722231,
      "grad_norm": 0.5148659348487854,
      "learning_rate": 6.664685702961344e-05,
      "loss": 4.6095,
      "step": 22
    },
    {
      "epoch": 0.01574533629984597,
      "grad_norm": 0.6612058281898499,
      "learning_rate": 6.377906449072578e-05,
      "loss": 4.5889,
      "step": 23
    },
    {
      "epoch": 0.016429916138969707,
      "grad_norm": 0.5617333650588989,
      "learning_rate": 6.087367864990233e-05,
      "loss": 4.6246,
      "step": 24
    },
    {
      "epoch": 0.017114495978093443,
      "grad_norm": 0.5102720260620117,
      "learning_rate": 5.794314081535644e-05,
      "loss": 4.6922,
      "step": 25
    },
    {
      "epoch": 0.017114495978093443,
      "eval_loss": 4.555571556091309,
      "eval_runtime": 0.3228,
      "eval_samples_per_second": 154.902,
      "eval_steps_per_second": 40.274,
      "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": 5981868147081216.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}