File size: 5,683 Bytes
4e34ac8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.6730909943580627,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 0.5934718100890207,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.02373887240356083,
      "grad_norm": 3.5102996826171875,
      "learning_rate": 5e-05,
      "loss": 3.1392,
      "step": 1
    },
    {
      "epoch": 0.02373887240356083,
      "eval_loss": 5.237868309020996,
      "eval_runtime": 8.767,
      "eval_samples_per_second": 32.394,
      "eval_steps_per_second": 4.106,
      "step": 1
    },
    {
      "epoch": 0.04747774480712166,
      "grad_norm": 4.559767246246338,
      "learning_rate": 0.0001,
      "loss": 3.7757,
      "step": 2
    },
    {
      "epoch": 0.0712166172106825,
      "grad_norm": 4.716976642608643,
      "learning_rate": 9.989294616193017e-05,
      "loss": 3.8715,
      "step": 3
    },
    {
      "epoch": 0.09495548961424333,
      "grad_norm": 4.503242492675781,
      "learning_rate": 9.957224306869053e-05,
      "loss": 3.0717,
      "step": 4
    },
    {
      "epoch": 0.11869436201780416,
      "grad_norm": 4.489711761474609,
      "learning_rate": 9.903926402016153e-05,
      "loss": 2.4133,
      "step": 5
    },
    {
      "epoch": 0.142433234421365,
      "grad_norm": 4.380321979522705,
      "learning_rate": 9.829629131445342e-05,
      "loss": 2.0491,
      "step": 6
    },
    {
      "epoch": 0.1661721068249258,
      "grad_norm": 3.194972515106201,
      "learning_rate": 9.73465064747553e-05,
      "loss": 1.595,
      "step": 7
    },
    {
      "epoch": 0.18991097922848665,
      "grad_norm": 3.0650548934936523,
      "learning_rate": 9.619397662556435e-05,
      "loss": 1.3748,
      "step": 8
    },
    {
      "epoch": 0.21364985163204747,
      "grad_norm": 3.3243539333343506,
      "learning_rate": 9.484363707663442e-05,
      "loss": 1.2336,
      "step": 9
    },
    {
      "epoch": 0.23738872403560832,
      "grad_norm": 3.5708813667297363,
      "learning_rate": 9.330127018922194e-05,
      "loss": 1.586,
      "step": 10
    },
    {
      "epoch": 0.26112759643916916,
      "grad_norm": 9.686392784118652,
      "learning_rate": 9.157348061512727e-05,
      "loss": 1.4781,
      "step": 11
    },
    {
      "epoch": 0.28486646884273,
      "grad_norm": 6.2913007736206055,
      "learning_rate": 8.966766701456177e-05,
      "loss": 1.072,
      "step": 12
    },
    {
      "epoch": 0.3086053412462908,
      "grad_norm": 3.2259066104888916,
      "learning_rate": 8.759199037394887e-05,
      "loss": 0.8298,
      "step": 13
    },
    {
      "epoch": 0.3323442136498516,
      "grad_norm": 2.2587642669677734,
      "learning_rate": 8.535533905932738e-05,
      "loss": 0.7495,
      "step": 14
    },
    {
      "epoch": 0.3560830860534125,
      "grad_norm": 2.2915780544281006,
      "learning_rate": 8.296729075500344e-05,
      "loss": 0.7299,
      "step": 15
    },
    {
      "epoch": 0.3798219584569733,
      "grad_norm": 1.7781018018722534,
      "learning_rate": 8.043807145043604e-05,
      "loss": 0.7055,
      "step": 16
    },
    {
      "epoch": 0.4035608308605341,
      "grad_norm": 1.786233901977539,
      "learning_rate": 7.777851165098012e-05,
      "loss": 0.6982,
      "step": 17
    },
    {
      "epoch": 0.42729970326409494,
      "grad_norm": 1.9483314752578735,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.6991,
      "step": 18
    },
    {
      "epoch": 0.45103857566765576,
      "grad_norm": 2.8124682903289795,
      "learning_rate": 7.211443451095007e-05,
      "loss": 0.7169,
      "step": 19
    },
    {
      "epoch": 0.47477744807121663,
      "grad_norm": 2.301152229309082,
      "learning_rate": 6.91341716182545e-05,
      "loss": 0.7964,
      "step": 20
    },
    {
      "epoch": 0.49851632047477745,
      "grad_norm": 4.760052680969238,
      "learning_rate": 6.607197326515808e-05,
      "loss": 1.4733,
      "step": 21
    },
    {
      "epoch": 0.5222551928783383,
      "grad_norm": 6.619479179382324,
      "learning_rate": 6.294095225512603e-05,
      "loss": 0.7624,
      "step": 22
    },
    {
      "epoch": 0.5459940652818991,
      "grad_norm": 3.6511471271514893,
      "learning_rate": 5.9754516100806423e-05,
      "loss": 0.6398,
      "step": 23
    },
    {
      "epoch": 0.56973293768546,
      "grad_norm": 2.3520805835723877,
      "learning_rate": 5.6526309611002594e-05,
      "loss": 0.5849,
      "step": 24
    },
    {
      "epoch": 0.5934718100890207,
      "grad_norm": 2.007878541946411,
      "learning_rate": 5.327015646150716e-05,
      "loss": 0.565,
      "step": 25
    },
    {
      "epoch": 0.5934718100890207,
      "eval_loss": 0.6730909943580627,
      "eval_runtime": 8.7496,
      "eval_samples_per_second": 32.459,
      "eval_steps_per_second": 4.114,
      "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
}