File size: 5,384 Bytes
a92a75e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.0888582468032837,
  "best_model_checkpoint": "/kaggle/output/checkpoint-12000",
  "epoch": 0.5296610169491526,
  "eval_steps": 1000,
  "global_step": 13000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 2.7777777777777777e-11,
      "loss": 1.1506,
      "step": 1
    },
    {
      "epoch": 0.04,
      "learning_rate": 2.7750000000000004e-08,
      "loss": 1.1326,
      "step": 1000
    },
    {
      "epoch": 0.04,
      "eval_accuracy": 0.3331337325349301,
      "eval_loss": 1.1057127714157104,
      "eval_runtime": 61.3538,
      "eval_samples_per_second": 81.657,
      "eval_steps_per_second": 10.219,
      "step": 1000
    },
    {
      "epoch": 0.08,
      "learning_rate": 5.5527777777777784e-08,
      "loss": 1.1238,
      "step": 2000
    },
    {
      "epoch": 0.08,
      "eval_accuracy": 0.33812375249501,
      "eval_loss": 1.1044437885284424,
      "eval_runtime": 61.256,
      "eval_samples_per_second": 81.788,
      "eval_steps_per_second": 10.236,
      "step": 2000
    },
    {
      "epoch": 0.12,
      "learning_rate": 8.327777777777778e-08,
      "loss": 1.1251,
      "step": 3000
    },
    {
      "epoch": 0.12,
      "eval_accuracy": 0.3407185628742515,
      "eval_loss": 1.1043975353240967,
      "eval_runtime": 61.2433,
      "eval_samples_per_second": 81.805,
      "eval_steps_per_second": 10.238,
      "step": 3000
    },
    {
      "epoch": 0.16,
      "learning_rate": 1.1105555555555557e-07,
      "loss": 1.1205,
      "step": 4000
    },
    {
      "epoch": 0.16,
      "eval_accuracy": 0.3387225548902196,
      "eval_loss": 1.100860357284546,
      "eval_runtime": 61.4457,
      "eval_samples_per_second": 81.535,
      "eval_steps_per_second": 10.204,
      "step": 4000
    },
    {
      "epoch": 0.2,
      "learning_rate": 1.3880555555555558e-07,
      "loss": 1.1192,
      "step": 5000
    },
    {
      "epoch": 0.2,
      "eval_accuracy": 0.34151696606786425,
      "eval_loss": 1.1005476713180542,
      "eval_runtime": 61.2568,
      "eval_samples_per_second": 81.787,
      "eval_steps_per_second": 10.236,
      "step": 5000
    },
    {
      "epoch": 0.24,
      "learning_rate": 1.6658333333333335e-07,
      "loss": 1.1145,
      "step": 6000
    },
    {
      "epoch": 0.24,
      "eval_accuracy": 0.3508982035928144,
      "eval_loss": 1.0979759693145752,
      "eval_runtime": 61.2221,
      "eval_samples_per_second": 81.833,
      "eval_steps_per_second": 10.241,
      "step": 6000
    },
    {
      "epoch": 0.29,
      "learning_rate": 1.9433333333333334e-07,
      "loss": 1.1164,
      "step": 7000
    },
    {
      "epoch": 0.29,
      "eval_accuracy": 0.35508982035928144,
      "eval_loss": 1.0955135822296143,
      "eval_runtime": 61.255,
      "eval_samples_per_second": 81.789,
      "eval_steps_per_second": 10.236,
      "step": 7000
    },
    {
      "epoch": 0.33,
      "learning_rate": 2.2211111111111114e-07,
      "loss": 1.1091,
      "step": 8000
    },
    {
      "epoch": 0.33,
      "eval_accuracy": 0.36147704590818364,
      "eval_loss": 1.0946425199508667,
      "eval_runtime": 61.3011,
      "eval_samples_per_second": 81.728,
      "eval_steps_per_second": 10.228,
      "step": 8000
    },
    {
      "epoch": 0.37,
      "learning_rate": 2.4986111111111113e-07,
      "loss": 1.107,
      "step": 9000
    },
    {
      "epoch": 0.37,
      "eval_accuracy": 0.3471057884231537,
      "eval_loss": 1.10226309299469,
      "eval_runtime": 61.3193,
      "eval_samples_per_second": 81.703,
      "eval_steps_per_second": 10.225,
      "step": 9000
    },
    {
      "epoch": 0.41,
      "learning_rate": 2.776388888888889e-07,
      "loss": 1.1055,
      "step": 10000
    },
    {
      "epoch": 0.41,
      "eval_accuracy": 0.3774451097804391,
      "eval_loss": 1.0922847986221313,
      "eval_runtime": 61.1866,
      "eval_samples_per_second": 81.881,
      "eval_steps_per_second": 10.247,
      "step": 10000
    },
    {
      "epoch": 0.45,
      "learning_rate": 3.0541666666666667e-07,
      "loss": 1.1028,
      "step": 11000
    },
    {
      "epoch": 0.45,
      "eval_accuracy": 0.37425149700598803,
      "eval_loss": 1.0914534330368042,
      "eval_runtime": 61.341,
      "eval_samples_per_second": 81.675,
      "eval_steps_per_second": 10.222,
      "step": 11000
    },
    {
      "epoch": 0.49,
      "learning_rate": 3.3319444444444444e-07,
      "loss": 1.1024,
      "step": 12000
    },
    {
      "epoch": 0.49,
      "eval_accuracy": 0.3872255489021956,
      "eval_loss": 1.0888582468032837,
      "eval_runtime": 61.4245,
      "eval_samples_per_second": 81.564,
      "eval_steps_per_second": 10.208,
      "step": 12000
    },
    {
      "epoch": 0.53,
      "learning_rate": 3.6094444444444446e-07,
      "loss": 1.1015,
      "step": 13000
    },
    {
      "epoch": 0.53,
      "eval_accuracy": 0.3397205588822355,
      "eval_loss": 1.096097707748413,
      "eval_runtime": 61.3257,
      "eval_samples_per_second": 81.695,
      "eval_steps_per_second": 10.224,
      "step": 13000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 10000000,
  "num_train_epochs": 408,
  "save_steps": 1000,
  "total_flos": 2.7174616694784e+16,
  "trial_name": null,
  "trial_params": null
}