File size: 4,361 Bytes
01036f2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.968,
  "eval_steps": 500,
  "global_step": 124,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.16,
      "learning_rate": 1.9230769230769231e-07,
      "loss": 1.9369,
      "step": 5
    },
    {
      "epoch": 0.32,
      "learning_rate": 3.8461538461538463e-07,
      "loss": 1.9166,
      "step": 10
    },
    {
      "epoch": 0.48,
      "learning_rate": 4.995995873155957e-07,
      "loss": 1.8806,
      "step": 15
    },
    {
      "epoch": 0.64,
      "learning_rate": 4.951096619903317e-07,
      "loss": 1.7313,
      "step": 20
    },
    {
      "epoch": 0.8,
      "learning_rate": 4.85719361365271e-07,
      "loss": 1.5518,
      "step": 25
    },
    {
      "epoch": 0.96,
      "learning_rate": 4.7161642180652463e-07,
      "loss": 1.2057,
      "step": 30
    },
    {
      "epoch": 0.99,
      "eval_loss": 0.9854549169540405,
      "eval_runtime": 79.0664,
      "eval_samples_per_second": 1.391,
      "eval_steps_per_second": 0.177,
      "step": 31
    },
    {
      "epoch": 1.12,
      "learning_rate": 4.5308279750597144e-07,
      "loss": 0.9383,
      "step": 35
    },
    {
      "epoch": 1.28,
      "learning_rate": 4.3048902348863106e-07,
      "loss": 0.6736,
      "step": 40
    },
    {
      "epoch": 1.44,
      "learning_rate": 4.042868076603638e-07,
      "loss": 0.6114,
      "step": 45
    },
    {
      "epoch": 1.6,
      "learning_rate": 3.75e-07,
      "loss": 0.5736,
      "step": 50
    },
    {
      "epoch": 1.76,
      "learning_rate": 3.4321411944507714e-07,
      "loss": 0.5836,
      "step": 55
    },
    {
      "epoch": 1.92,
      "learning_rate": 3.095646478557912e-07,
      "loss": 0.5676,
      "step": 60
    },
    {
      "epoch": 1.98,
      "eval_loss": 0.569873571395874,
      "eval_runtime": 79.9371,
      "eval_samples_per_second": 1.376,
      "eval_steps_per_second": 0.175,
      "step": 62
    },
    {
      "epoch": 2.08,
      "learning_rate": 2.747243250910625e-07,
      "loss": 0.5831,
      "step": 65
    },
    {
      "epoch": 2.24,
      "learning_rate": 2.3938969920096296e-07,
      "loss": 0.5583,
      "step": 70
    },
    {
      "epoch": 2.4,
      "learning_rate": 2.0426720063190333e-07,
      "loss": 0.5599,
      "step": 75
    },
    {
      "epoch": 2.56,
      "learning_rate": 1.7005901885718867e-07,
      "loss": 0.5424,
      "step": 80
    },
    {
      "epoch": 2.72,
      "learning_rate": 1.3744906379558164e-07,
      "loss": 0.5574,
      "step": 85
    },
    {
      "epoch": 2.88,
      "learning_rate": 1.0708929268538034e-07,
      "loss": 0.5608,
      "step": 90
    },
    {
      "epoch": 2.98,
      "eval_loss": 0.5596022605895996,
      "eval_runtime": 80.1059,
      "eval_samples_per_second": 1.373,
      "eval_steps_per_second": 0.175,
      "step": 93
    },
    {
      "epoch": 3.04,
      "learning_rate": 7.958667577511683e-08,
      "loss": 0.5648,
      "step": 95
    },
    {
      "epoch": 3.2,
      "learning_rate": 5.5491061420390174e-08,
      "loss": 0.551,
      "step": 100
    },
    {
      "epoch": 3.36,
      "learning_rate": 3.528418319489348e-08,
      "loss": 0.5471,
      "step": 105
    },
    {
      "epoch": 3.52,
      "learning_rate": 1.9370028791882847e-08,
      "loss": 0.5572,
      "step": 110
    },
    {
      "epoch": 3.68,
      "learning_rate": 8.066763266625282e-09,
      "loss": 0.5416,
      "step": 115
    },
    {
      "epoch": 3.84,
      "learning_rate": 1.6003680950742726e-09,
      "loss": 0.5576,
      "step": 120
    },
    {
      "epoch": 3.97,
      "eval_loss": 0.5581246018409729,
      "eval_runtime": 79.6401,
      "eval_samples_per_second": 1.381,
      "eval_steps_per_second": 0.176,
      "step": 124
    },
    {
      "epoch": 3.97,
      "step": 124,
      "total_flos": 23406615330816.0,
      "train_loss": 0.8594164925236856,
      "train_runtime": 9510.8221,
      "train_samples_per_second": 0.418,
      "train_steps_per_second": 0.013
    }
  ],
  "logging_steps": 5,
  "max_steps": 124,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "total_flos": 23406615330816.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}