File size: 5,661 Bytes
5eaba15
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.14145001769065857,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.7782101167315175,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0311284046692607,
      "grad_norm": 9.926247596740723,
      "learning_rate": 5e-05,
      "loss": 5.2342,
      "step": 1
    },
    {
      "epoch": 0.0311284046692607,
      "eval_loss": 5.72003173828125,
      "eval_runtime": 3.8173,
      "eval_samples_per_second": 13.098,
      "eval_steps_per_second": 3.406,
      "step": 1
    },
    {
      "epoch": 0.0622568093385214,
      "grad_norm": 10.351175308227539,
      "learning_rate": 0.0001,
      "loss": 5.3259,
      "step": 2
    },
    {
      "epoch": 0.0933852140077821,
      "grad_norm": 9.876289367675781,
      "learning_rate": 9.990365154573717e-05,
      "loss": 4.906,
      "step": 3
    },
    {
      "epoch": 0.1245136186770428,
      "grad_norm": 6.973885536193848,
      "learning_rate": 9.961501876182148e-05,
      "loss": 3.1993,
      "step": 4
    },
    {
      "epoch": 0.1556420233463035,
      "grad_norm": 6.595519542694092,
      "learning_rate": 9.913533761814537e-05,
      "loss": 2.0786,
      "step": 5
    },
    {
      "epoch": 0.1867704280155642,
      "grad_norm": 7.392065048217773,
      "learning_rate": 9.846666218300807e-05,
      "loss": 1.1917,
      "step": 6
    },
    {
      "epoch": 0.2178988326848249,
      "grad_norm": 5.252386569976807,
      "learning_rate": 9.761185582727977e-05,
      "loss": 0.502,
      "step": 7
    },
    {
      "epoch": 0.2490272373540856,
      "grad_norm": 3.8015263080596924,
      "learning_rate": 9.657457896300791e-05,
      "loss": 0.2918,
      "step": 8
    },
    {
      "epoch": 0.2801556420233463,
      "grad_norm": 6.925857067108154,
      "learning_rate": 9.535927336897098e-05,
      "loss": 0.4391,
      "step": 9
    },
    {
      "epoch": 0.311284046692607,
      "grad_norm": 5.934936046600342,
      "learning_rate": 9.397114317029975e-05,
      "loss": 0.4491,
      "step": 10
    },
    {
      "epoch": 0.3424124513618677,
      "grad_norm": 3.8128702640533447,
      "learning_rate": 9.241613255361455e-05,
      "loss": 0.3788,
      "step": 11
    },
    {
      "epoch": 0.3735408560311284,
      "grad_norm": 2.8401427268981934,
      "learning_rate": 9.070090031310558e-05,
      "loss": 0.3058,
      "step": 12
    },
    {
      "epoch": 0.4046692607003891,
      "grad_norm": 2.2815659046173096,
      "learning_rate": 8.883279133655399e-05,
      "loss": 0.2793,
      "step": 13
    },
    {
      "epoch": 0.4357976653696498,
      "grad_norm": 1.993712306022644,
      "learning_rate": 8.681980515339464e-05,
      "loss": 0.2575,
      "step": 14
    },
    {
      "epoch": 0.4669260700389105,
      "grad_norm": 2.533045530319214,
      "learning_rate": 8.467056167950311e-05,
      "loss": 0.2593,
      "step": 15
    },
    {
      "epoch": 0.4980544747081712,
      "grad_norm": 2.374345302581787,
      "learning_rate": 8.239426430539243e-05,
      "loss": 0.2229,
      "step": 16
    },
    {
      "epoch": 0.5291828793774319,
      "grad_norm": 2.1960155963897705,
      "learning_rate": 8.000066048588211e-05,
      "loss": 0.2379,
      "step": 17
    },
    {
      "epoch": 0.5603112840466926,
      "grad_norm": 1.8646379709243774,
      "learning_rate": 7.75e-05,
      "loss": 0.2132,
      "step": 18
    },
    {
      "epoch": 0.5914396887159533,
      "grad_norm": 1.9866734743118286,
      "learning_rate": 7.490299105985507e-05,
      "loss": 0.2288,
      "step": 19
    },
    {
      "epoch": 0.622568093385214,
      "grad_norm": 1.3293571472167969,
      "learning_rate": 7.222075445642904e-05,
      "loss": 0.1679,
      "step": 20
    },
    {
      "epoch": 0.6536964980544747,
      "grad_norm": 1.063161849975586,
      "learning_rate": 6.946477593864228e-05,
      "loss": 0.1783,
      "step": 21
    },
    {
      "epoch": 0.6848249027237354,
      "grad_norm": 1.157092571258545,
      "learning_rate": 6.664685702961344e-05,
      "loss": 0.1473,
      "step": 22
    },
    {
      "epoch": 0.7159533073929961,
      "grad_norm": 1.2641205787658691,
      "learning_rate": 6.377906449072578e-05,
      "loss": 0.17,
      "step": 23
    },
    {
      "epoch": 0.7470817120622568,
      "grad_norm": 1.6932222843170166,
      "learning_rate": 6.087367864990233e-05,
      "loss": 0.2098,
      "step": 24
    },
    {
      "epoch": 0.7782101167315175,
      "grad_norm": 2.0876078605651855,
      "learning_rate": 5.794314081535644e-05,
      "loss": 0.1764,
      "step": 25
    },
    {
      "epoch": 0.7782101167315175,
      "eval_loss": 0.14145001769065857,
      "eval_runtime": 3.4979,
      "eval_samples_per_second": 14.294,
      "eval_steps_per_second": 3.716,
      "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": 2.984041808658432e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}