File size: 5,758 Bytes
45e8e12
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.6387038230895996,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.030632562413845918,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0012253024965538366,
      "grad_norm": 0.38437554240226746,
      "learning_rate": 5e-05,
      "loss": 1.2256,
      "step": 1
    },
    {
      "epoch": 0.0012253024965538366,
      "eval_loss": 2.729480504989624,
      "eval_runtime": 159.055,
      "eval_samples_per_second": 34.567,
      "eval_steps_per_second": 4.326,
      "step": 1
    },
    {
      "epoch": 0.0024506049931076732,
      "grad_norm": 0.7935199737548828,
      "learning_rate": 0.0001,
      "loss": 1.6149,
      "step": 2
    },
    {
      "epoch": 0.00367590748966151,
      "grad_norm": 0.8302483558654785,
      "learning_rate": 9.989294616193017e-05,
      "loss": 1.7008,
      "step": 3
    },
    {
      "epoch": 0.0049012099862153465,
      "grad_norm": 0.7559549808502197,
      "learning_rate": 9.957224306869053e-05,
      "loss": 1.6619,
      "step": 4
    },
    {
      "epoch": 0.006126512482769184,
      "grad_norm": 0.4813291132450104,
      "learning_rate": 9.903926402016153e-05,
      "loss": 1.4777,
      "step": 5
    },
    {
      "epoch": 0.00735181497932302,
      "grad_norm": 0.19940398633480072,
      "learning_rate": 9.829629131445342e-05,
      "loss": 1.3795,
      "step": 6
    },
    {
      "epoch": 0.008577117475876857,
      "grad_norm": 0.32673880457878113,
      "learning_rate": 9.73465064747553e-05,
      "loss": 1.3087,
      "step": 7
    },
    {
      "epoch": 0.009802419972430693,
      "grad_norm": 0.46744921803474426,
      "learning_rate": 9.619397662556435e-05,
      "loss": 1.6795,
      "step": 8
    },
    {
      "epoch": 0.01102772246898453,
      "grad_norm": 0.5287789702415466,
      "learning_rate": 9.484363707663442e-05,
      "loss": 1.8935,
      "step": 9
    },
    {
      "epoch": 0.012253024965538368,
      "grad_norm": 0.5033717155456543,
      "learning_rate": 9.330127018922194e-05,
      "loss": 1.9079,
      "step": 10
    },
    {
      "epoch": 0.013478327462092205,
      "grad_norm": 0.5873647332191467,
      "learning_rate": 9.157348061512727e-05,
      "loss": 2.0324,
      "step": 11
    },
    {
      "epoch": 0.01470362995864604,
      "grad_norm": 0.8962656259536743,
      "learning_rate": 8.966766701456177e-05,
      "loss": 2.4488,
      "step": 12
    },
    {
      "epoch": 0.015928932455199878,
      "grad_norm": 0.16678322851657867,
      "learning_rate": 8.759199037394887e-05,
      "loss": 1.1275,
      "step": 13
    },
    {
      "epoch": 0.017154234951753715,
      "grad_norm": 0.22187885642051697,
      "learning_rate": 8.535533905932738e-05,
      "loss": 1.3016,
      "step": 14
    },
    {
      "epoch": 0.018379537448307552,
      "grad_norm": 0.27512508630752563,
      "learning_rate": 8.296729075500344e-05,
      "loss": 1.4014,
      "step": 15
    },
    {
      "epoch": 0.019604839944861386,
      "grad_norm": 0.39614734053611755,
      "learning_rate": 8.043807145043604e-05,
      "loss": 1.6043,
      "step": 16
    },
    {
      "epoch": 0.020830142441415223,
      "grad_norm": 0.4057166576385498,
      "learning_rate": 7.777851165098012e-05,
      "loss": 1.4468,
      "step": 17
    },
    {
      "epoch": 0.02205544493796906,
      "grad_norm": 0.15889322757720947,
      "learning_rate": 7.500000000000001e-05,
      "loss": 1.1826,
      "step": 18
    },
    {
      "epoch": 0.023280747434522898,
      "grad_norm": 0.16170313954353333,
      "learning_rate": 7.211443451095007e-05,
      "loss": 1.2176,
      "step": 19
    },
    {
      "epoch": 0.024506049931076735,
      "grad_norm": 0.25570419430732727,
      "learning_rate": 6.91341716182545e-05,
      "loss": 1.4155,
      "step": 20
    },
    {
      "epoch": 0.025731352427630572,
      "grad_norm": 0.31802138686180115,
      "learning_rate": 6.607197326515808e-05,
      "loss": 1.5692,
      "step": 21
    },
    {
      "epoch": 0.02695665492418441,
      "grad_norm": 0.4341036081314087,
      "learning_rate": 6.294095225512603e-05,
      "loss": 1.7806,
      "step": 22
    },
    {
      "epoch": 0.028181957420738243,
      "grad_norm": 0.5105137825012207,
      "learning_rate": 5.9754516100806423e-05,
      "loss": 2.008,
      "step": 23
    },
    {
      "epoch": 0.02940725991729208,
      "grad_norm": 0.6459643244743347,
      "learning_rate": 5.6526309611002594e-05,
      "loss": 2.23,
      "step": 24
    },
    {
      "epoch": 0.030632562413845918,
      "grad_norm": 1.1887092590332031,
      "learning_rate": 5.327015646150716e-05,
      "loss": 2.4034,
      "step": 25
    },
    {
      "epoch": 0.030632562413845918,
      "eval_loss": 1.6387038230895996,
      "eval_runtime": 159.6801,
      "eval_samples_per_second": 34.431,
      "eval_steps_per_second": 4.309,
      "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": 2.6344827956232192e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}