File size: 5,733 Bytes
a64d9bf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9986431478968792,
  "eval_steps": 500,
  "global_step": 138,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.03618272274988693,
      "grad_norm": 0.0248116422444582,
      "learning_rate": 0.0002,
      "loss": 0.2047,
      "step": 5
    },
    {
      "epoch": 0.07236544549977386,
      "grad_norm": 0.010104305110871792,
      "learning_rate": 0.00019930337092856243,
      "loss": 0.0396,
      "step": 10
    },
    {
      "epoch": 0.10854816824966079,
      "grad_norm": 0.007679518777877092,
      "learning_rate": 0.00019722318955551306,
      "loss": 0.027,
      "step": 15
    },
    {
      "epoch": 0.14473089099954772,
      "grad_norm": 0.003990677185356617,
      "learning_rate": 0.00019378843817721854,
      "loss": 0.0175,
      "step": 20
    },
    {
      "epoch": 0.18091361374943465,
      "grad_norm": 0.006311236415058374,
      "learning_rate": 0.00018904697174694447,
      "loss": 0.017,
      "step": 25
    },
    {
      "epoch": 0.21709633649932158,
      "grad_norm": 0.004349194932729006,
      "learning_rate": 0.0001830648511318223,
      "loss": 0.0131,
      "step": 30
    },
    {
      "epoch": 0.2532790592492085,
      "grad_norm": 0.004049016162753105,
      "learning_rate": 0.00017592542271443887,
      "loss": 0.0124,
      "step": 35
    },
    {
      "epoch": 0.28946178199909545,
      "grad_norm": 0.0037118764594197273,
      "learning_rate": 0.00016772815716257412,
      "loss": 0.012,
      "step": 40
    },
    {
      "epoch": 0.3256445047489824,
      "grad_norm": 0.0033980372827500105,
      "learning_rate": 0.00015858726354602248,
      "loss": 0.0138,
      "step": 45
    },
    {
      "epoch": 0.3618272274988693,
      "grad_norm": 0.00322695542126894,
      "learning_rate": 0.00014863009810942815,
      "loss": 0.0136,
      "step": 50
    },
    {
      "epoch": 0.39800995024875624,
      "grad_norm": 0.004632092081010342,
      "learning_rate": 0.000137995389871036,
      "loss": 0.0104,
      "step": 55
    },
    {
      "epoch": 0.43419267299864317,
      "grad_norm": 0.0040463777258992195,
      "learning_rate": 0.0001268313077693485,
      "loss": 0.0129,
      "step": 60
    },
    {
      "epoch": 0.4703753957485301,
      "grad_norm": 0.0027721289079636335,
      "learning_rate": 0.0001152933962873246,
      "loss": 0.0124,
      "step": 65
    },
    {
      "epoch": 0.506558118498417,
      "grad_norm": 0.0036459509283304214,
      "learning_rate": 0.00010354240831620541,
      "loss": 0.0117,
      "step": 70
    },
    {
      "epoch": 0.5427408412483039,
      "grad_norm": 0.005587196908891201,
      "learning_rate": 9.174206545276677e-05,
      "loss": 0.0111,
      "step": 75
    },
    {
      "epoch": 0.5789235639981909,
      "grad_norm": 0.004005922935903072,
      "learning_rate": 8.005677693484077e-05,
      "loss": 0.0124,
      "step": 80
    },
    {
      "epoch": 0.6151062867480778,
      "grad_norm": 0.002914112526923418,
      "learning_rate": 6.864934899622191e-05,
      "loss": 0.0094,
      "step": 85
    },
    {
      "epoch": 0.6512890094979648,
      "grad_norm": 0.0034878209698945284,
      "learning_rate": 5.767871655555751e-05,
      "loss": 0.0108,
      "step": 90
    },
    {
      "epoch": 0.6874717322478516,
      "grad_norm": 0.002933693816885352,
      "learning_rate": 4.729772884265212e-05,
      "loss": 0.0117,
      "step": 95
    },
    {
      "epoch": 0.7236544549977386,
      "grad_norm": 0.002227836288511753,
      "learning_rate": 3.7651019814126654e-05,
      "loss": 0.0083,
      "step": 100
    },
    {
      "epoch": 0.7598371777476255,
      "grad_norm": 0.0033331240992993116,
      "learning_rate": 2.8872993029040508e-05,
      "loss": 0.0101,
      "step": 105
    },
    {
      "epoch": 0.7960199004975125,
      "grad_norm": 0.00224496191367507,
      "learning_rate": 2.1085949060360654e-05,
      "loss": 0.01,
      "step": 110
    },
    {
      "epoch": 0.8322026232473994,
      "grad_norm": 0.002678320510312915,
      "learning_rate": 1.439838153227e-05,
      "loss": 0.0085,
      "step": 115
    },
    {
      "epoch": 0.8683853459972863,
      "grad_norm": 0.001902088988572359,
      "learning_rate": 8.903465523913957e-06,
      "loss": 0.0112,
      "step": 120
    },
    {
      "epoch": 0.9045680687471732,
      "grad_norm": 0.003356203204020858,
      "learning_rate": 4.6777594000230855e-06,
      "loss": 0.0126,
      "step": 125
    },
    {
      "epoch": 0.9407507914970602,
      "grad_norm": 0.002311143558472395,
      "learning_rate": 1.7801381552624563e-06,
      "loss": 0.0109,
      "step": 130
    },
    {
      "epoch": 0.9769335142469471,
      "grad_norm": 0.002950450871139765,
      "learning_rate": 2.509731335744281e-07,
      "loss": 0.0102,
      "step": 135
    },
    {
      "epoch": 0.9986431478968792,
      "step": 138,
      "total_flos": 1.8184278196190236e+20,
      "train_loss": 0.02036970402991426,
      "train_runtime": 25778.5856,
      "train_samples_per_second": 0.343,
      "train_steps_per_second": 0.005
    }
  ],
  "logging_steps": 5,
  "max_steps": 138,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": false,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.8184278196190236e+20,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}