File size: 5,671 Bytes
94a375d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 3.584397315979004,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.5118362124120281,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.020473448496481125,
      "grad_norm": 60.07720947265625,
      "learning_rate": 5e-05,
      "loss": 7.1087,
      "step": 1
    },
    {
      "epoch": 0.020473448496481125,
      "eval_loss": 8.921172142028809,
      "eval_runtime": 1.7057,
      "eval_samples_per_second": 29.314,
      "eval_steps_per_second": 7.622,
      "step": 1
    },
    {
      "epoch": 0.04094689699296225,
      "grad_norm": 72.95249938964844,
      "learning_rate": 0.0001,
      "loss": 8.3093,
      "step": 2
    },
    {
      "epoch": 0.061420345489443376,
      "grad_norm": 14.521111488342285,
      "learning_rate": 9.990365154573717e-05,
      "loss": 7.8942,
      "step": 3
    },
    {
      "epoch": 0.0818937939859245,
      "grad_norm": 15.53856372833252,
      "learning_rate": 9.961501876182148e-05,
      "loss": 7.8602,
      "step": 4
    },
    {
      "epoch": 0.10236724248240563,
      "grad_norm": 10.05084228515625,
      "learning_rate": 9.913533761814537e-05,
      "loss": 7.1523,
      "step": 5
    },
    {
      "epoch": 0.12284069097888675,
      "grad_norm": 10.203170776367188,
      "learning_rate": 9.846666218300807e-05,
      "loss": 6.708,
      "step": 6
    },
    {
      "epoch": 0.1433141394753679,
      "grad_norm": 9.880365371704102,
      "learning_rate": 9.761185582727977e-05,
      "loss": 6.5577,
      "step": 7
    },
    {
      "epoch": 0.163787587971849,
      "grad_norm": 12.834639549255371,
      "learning_rate": 9.657457896300791e-05,
      "loss": 5.7343,
      "step": 8
    },
    {
      "epoch": 0.18426103646833014,
      "grad_norm": 13.360304832458496,
      "learning_rate": 9.535927336897098e-05,
      "loss": 5.1449,
      "step": 9
    },
    {
      "epoch": 0.20473448496481125,
      "grad_norm": 10.789073944091797,
      "learning_rate": 9.397114317029975e-05,
      "loss": 5.7037,
      "step": 10
    },
    {
      "epoch": 0.2252079334612924,
      "grad_norm": 11.60144329071045,
      "learning_rate": 9.241613255361455e-05,
      "loss": 6.2567,
      "step": 11
    },
    {
      "epoch": 0.2456813819577735,
      "grad_norm": 13.579934120178223,
      "learning_rate": 9.070090031310558e-05,
      "loss": 6.0197,
      "step": 12
    },
    {
      "epoch": 0.26615483045425464,
      "grad_norm": 17.290565490722656,
      "learning_rate": 8.883279133655399e-05,
      "loss": 5.7356,
      "step": 13
    },
    {
      "epoch": 0.2866282789507358,
      "grad_norm": 13.604474067687988,
      "learning_rate": 8.681980515339464e-05,
      "loss": 5.3973,
      "step": 14
    },
    {
      "epoch": 0.30710172744721687,
      "grad_norm": 7.635220050811768,
      "learning_rate": 8.467056167950311e-05,
      "loss": 5.3141,
      "step": 15
    },
    {
      "epoch": 0.327575175943698,
      "grad_norm": 9.153149604797363,
      "learning_rate": 8.239426430539243e-05,
      "loss": 4.7792,
      "step": 16
    },
    {
      "epoch": 0.34804862444017914,
      "grad_norm": 7.714826583862305,
      "learning_rate": 8.000066048588211e-05,
      "loss": 4.5357,
      "step": 17
    },
    {
      "epoch": 0.3685220729366603,
      "grad_norm": 8.57360553741455,
      "learning_rate": 7.75e-05,
      "loss": 4.4712,
      "step": 18
    },
    {
      "epoch": 0.3889955214331414,
      "grad_norm": 10.09951400756836,
      "learning_rate": 7.490299105985507e-05,
      "loss": 4.4008,
      "step": 19
    },
    {
      "epoch": 0.4094689699296225,
      "grad_norm": 9.976293563842773,
      "learning_rate": 7.222075445642904e-05,
      "loss": 2.5635,
      "step": 20
    },
    {
      "epoch": 0.42994241842610365,
      "grad_norm": 9.296375274658203,
      "learning_rate": 6.946477593864228e-05,
      "loss": 2.3148,
      "step": 21
    },
    {
      "epoch": 0.4504158669225848,
      "grad_norm": 110.87342071533203,
      "learning_rate": 6.664685702961344e-05,
      "loss": 3.4638,
      "step": 22
    },
    {
      "epoch": 0.4708893154190659,
      "grad_norm": 155.48568725585938,
      "learning_rate": 6.377906449072578e-05,
      "loss": 4.9609,
      "step": 23
    },
    {
      "epoch": 0.491362763915547,
      "grad_norm": 98.27151489257812,
      "learning_rate": 6.087367864990233e-05,
      "loss": 4.3888,
      "step": 24
    },
    {
      "epoch": 0.5118362124120281,
      "grad_norm": 6.915646076202393,
      "learning_rate": 5.794314081535644e-05,
      "loss": 4.6978,
      "step": 25
    },
    {
      "epoch": 0.5118362124120281,
      "eval_loss": 3.584397315979004,
      "eval_runtime": 1.7066,
      "eval_samples_per_second": 29.299,
      "eval_steps_per_second": 7.618,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 50,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "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": 4.16708196040704e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}