File size: 4,937 Bytes
78017bf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "eval_steps": 5000,
  "global_step": 250,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "grad_norm": 6.934624875983995,
      "learning_rate": 4.000000000000001e-06,
      "loss": 2.103,
      "step": 10
    },
    {
      "epoch": 0.16,
      "grad_norm": 5.1807618349506,
      "learning_rate": 8.000000000000001e-06,
      "loss": 1.8909,
      "step": 20
    },
    {
      "epoch": 0.24,
      "grad_norm": 6.5954086545418065,
      "learning_rate": 9.987820251299121e-06,
      "loss": 1.824,
      "step": 30
    },
    {
      "epoch": 0.32,
      "grad_norm": 5.007940234065442,
      "learning_rate": 9.890738003669029e-06,
      "loss": 1.7976,
      "step": 40
    },
    {
      "epoch": 0.4,
      "grad_norm": 5.547938420021615,
      "learning_rate": 9.698463103929542e-06,
      "loss": 1.7517,
      "step": 50
    },
    {
      "epoch": 0.48,
      "grad_norm": 4.827027410050357,
      "learning_rate": 9.414737964294636e-06,
      "loss": 1.7713,
      "step": 60
    },
    {
      "epoch": 0.56,
      "grad_norm": 5.056786497937932,
      "learning_rate": 9.045084971874738e-06,
      "loss": 1.7739,
      "step": 70
    },
    {
      "epoch": 0.64,
      "grad_norm": 5.121984543351305,
      "learning_rate": 8.596699001693257e-06,
      "loss": 1.7582,
      "step": 80
    },
    {
      "epoch": 0.72,
      "grad_norm": 4.91114831213652,
      "learning_rate": 8.078307376628292e-06,
      "loss": 1.7622,
      "step": 90
    },
    {
      "epoch": 0.8,
      "grad_norm": 4.683991285272623,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.7483,
      "step": 100
    },
    {
      "epoch": 0.88,
      "grad_norm": 4.763566929439094,
      "learning_rate": 6.873032967079562e-06,
      "loss": 1.7125,
      "step": 110
    },
    {
      "epoch": 0.96,
      "grad_norm": 4.55699687365493,
      "learning_rate": 6.209609477998339e-06,
      "loss": 1.7158,
      "step": 120
    },
    {
      "epoch": 1.04,
      "grad_norm": 4.305275765374834,
      "learning_rate": 5.522642316338268e-06,
      "loss": 1.5306,
      "step": 130
    },
    {
      "epoch": 1.12,
      "grad_norm": 5.193573230531262,
      "learning_rate": 4.825502516487497e-06,
      "loss": 1.216,
      "step": 140
    },
    {
      "epoch": 1.2,
      "grad_norm": 4.796622072535023,
      "learning_rate": 4.131759111665349e-06,
      "loss": 1.2646,
      "step": 150
    },
    {
      "epoch": 1.28,
      "grad_norm": 4.58108869642696,
      "learning_rate": 3.4549150281252635e-06,
      "loss": 1.1715,
      "step": 160
    },
    {
      "epoch": 1.3599999999999999,
      "grad_norm": 4.310210417447434,
      "learning_rate": 2.8081442660546126e-06,
      "loss": 1.1951,
      "step": 170
    },
    {
      "epoch": 1.44,
      "grad_norm": 4.192869112702819,
      "learning_rate": 2.204035482646267e-06,
      "loss": 1.183,
      "step": 180
    },
    {
      "epoch": 1.52,
      "grad_norm": 4.875360102559976,
      "learning_rate": 1.6543469682057105e-06,
      "loss": 1.1787,
      "step": 190
    },
    {
      "epoch": 1.6,
      "grad_norm": 4.580700158257907,
      "learning_rate": 1.1697777844051105e-06,
      "loss": 1.215,
      "step": 200
    },
    {
      "epoch": 1.6800000000000002,
      "grad_norm": 4.199474615753831,
      "learning_rate": 7.597595192178702e-07,
      "loss": 1.1823,
      "step": 210
    },
    {
      "epoch": 1.76,
      "grad_norm": 4.8247220195933735,
      "learning_rate": 4.322727117869951e-07,
      "loss": 1.1846,
      "step": 220
    },
    {
      "epoch": 1.8399999999999999,
      "grad_norm": 4.565950530430589,
      "learning_rate": 1.9369152030840553e-07,
      "loss": 1.1522,
      "step": 230
    },
    {
      "epoch": 1.92,
      "grad_norm": 4.630965250705156,
      "learning_rate": 4.865965629214819e-08,
      "loss": 1.0957,
      "step": 240
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.304531672963748,
      "learning_rate": 0.0,
      "loss": 1.1635,
      "step": 250
    },
    {
      "epoch": 2.0,
      "step": 250,
      "total_flos": 6359176904704.0,
      "train_loss": 1.4936893577575683,
      "train_runtime": 530.0247,
      "train_samples_per_second": 3.77,
      "train_steps_per_second": 0.472
    }
  ],
  "logging_steps": 10,
  "max_steps": 250,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 5000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 6359176904704.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}