File size: 4,623 Bytes
7ed23c0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 19.0,
  "eval_steps": 500,
  "global_step": 2679,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.71,
      "grad_norm": 42.0918083190918,
      "learning_rate": 1.929078014184397e-06,
      "loss": 10.0975,
      "step": 100
    },
    {
      "epoch": 1.42,
      "grad_norm": 54.439884185791016,
      "learning_rate": 1.8581560283687943e-06,
      "loss": 5.8147,
      "step": 200
    },
    {
      "epoch": 2.13,
      "grad_norm": 60.155399322509766,
      "learning_rate": 1.7872340425531913e-06,
      "loss": 4.1279,
      "step": 300
    },
    {
      "epoch": 2.84,
      "grad_norm": 49.89198684692383,
      "learning_rate": 1.7163120567375885e-06,
      "loss": 2.8192,
      "step": 400
    },
    {
      "epoch": 3.55,
      "grad_norm": 24.662052154541016,
      "learning_rate": 1.6453900709219858e-06,
      "loss": 2.3071,
      "step": 500
    },
    {
      "epoch": 4.26,
      "grad_norm": 46.319374084472656,
      "learning_rate": 1.574468085106383e-06,
      "loss": 1.788,
      "step": 600
    },
    {
      "epoch": 4.96,
      "grad_norm": 19.011852264404297,
      "learning_rate": 1.50354609929078e-06,
      "loss": 1.6626,
      "step": 700
    },
    {
      "epoch": 5.67,
      "grad_norm": 24.53301239013672,
      "learning_rate": 1.4326241134751774e-06,
      "loss": 1.5502,
      "step": 800
    },
    {
      "epoch": 6.38,
      "grad_norm": 29.92524528503418,
      "learning_rate": 1.3617021276595744e-06,
      "loss": 1.4522,
      "step": 900
    },
    {
      "epoch": 7.09,
      "grad_norm": 49.022037506103516,
      "learning_rate": 1.2907801418439716e-06,
      "loss": 1.3627,
      "step": 1000
    },
    {
      "epoch": 7.8,
      "grad_norm": 15.343302726745605,
      "learning_rate": 1.2198581560283688e-06,
      "loss": 1.2928,
      "step": 1100
    },
    {
      "epoch": 8.51,
      "grad_norm": 20.46482276916504,
      "learning_rate": 1.148936170212766e-06,
      "loss": 1.2246,
      "step": 1200
    },
    {
      "epoch": 9.22,
      "grad_norm": 26.57284927368164,
      "learning_rate": 1.078014184397163e-06,
      "loss": 1.153,
      "step": 1300
    },
    {
      "epoch": 9.93,
      "grad_norm": 15.145112991333008,
      "learning_rate": 1.00709219858156e-06,
      "loss": 1.1536,
      "step": 1400
    },
    {
      "epoch": 10.64,
      "grad_norm": 19.93513298034668,
      "learning_rate": 9.361702127659575e-07,
      "loss": 1.0598,
      "step": 1500
    },
    {
      "epoch": 11.35,
      "grad_norm": 27.3331298828125,
      "learning_rate": 8.652482269503546e-07,
      "loss": 1.047,
      "step": 1600
    },
    {
      "epoch": 12.06,
      "grad_norm": 43.462093353271484,
      "learning_rate": 7.943262411347518e-07,
      "loss": 1.0587,
      "step": 1700
    },
    {
      "epoch": 12.77,
      "grad_norm": 36.50919723510742,
      "learning_rate": 7.23404255319149e-07,
      "loss": 1.0709,
      "step": 1800
    },
    {
      "epoch": 13.48,
      "grad_norm": 19.904586791992188,
      "learning_rate": 6.524822695035461e-07,
      "loss": 0.972,
      "step": 1900
    },
    {
      "epoch": 14.18,
      "grad_norm": 19.49388313293457,
      "learning_rate": 5.815602836879432e-07,
      "loss": 1.0102,
      "step": 2000
    },
    {
      "epoch": 14.89,
      "grad_norm": 16.17923927307129,
      "learning_rate": 5.106382978723403e-07,
      "loss": 0.9229,
      "step": 2100
    },
    {
      "epoch": 15.6,
      "grad_norm": 20.12999153137207,
      "learning_rate": 4.397163120567376e-07,
      "loss": 0.9488,
      "step": 2200
    },
    {
      "epoch": 16.31,
      "grad_norm": 26.802228927612305,
      "learning_rate": 3.687943262411347e-07,
      "loss": 0.9173,
      "step": 2300
    },
    {
      "epoch": 17.02,
      "grad_norm": 30.8055419921875,
      "learning_rate": 2.978723404255319e-07,
      "loss": 0.9306,
      "step": 2400
    },
    {
      "epoch": 17.73,
      "grad_norm": 15.404391288757324,
      "learning_rate": 2.2695035460992907e-07,
      "loss": 0.898,
      "step": 2500
    },
    {
      "epoch": 18.44,
      "grad_norm": 11.279256820678711,
      "learning_rate": 1.5602836879432623e-07,
      "loss": 0.9177,
      "step": 2600
    }
  ],
  "logging_steps": 100,
  "max_steps": 2820,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 7.173452904406272e+18,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}