File size: 4,602 Bytes
d03e69d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 8.04289544235925,
  "eval_steps": 500,
  "global_step": 6000,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.6702412868632708,
      "grad_norm": 13.804513931274414,
      "learning_rate": 1.2284160000241888e-05,
      "loss": 0.5698,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7532685399055481,
      "eval_loss": 0.4876743257045746,
      "eval_runtime": 9.5369,
      "eval_samples_per_second": 312.785,
      "eval_steps_per_second": 19.608,
      "step": 746
    },
    {
      "epoch": 1.3404825737265416,
      "grad_norm": 23.23216438293457,
      "learning_rate": 1.1401677241603822e-05,
      "loss": 0.4247,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7777405381202698,
      "eval_loss": 0.5234329700469971,
      "eval_runtime": 9.4342,
      "eval_samples_per_second": 316.19,
      "eval_steps_per_second": 19.821,
      "step": 1492
    },
    {
      "epoch": 2.0107238605898123,
      "grad_norm": 6.197817325592041,
      "learning_rate": 1.0519194482965755e-05,
      "loss": 0.3313,
      "step": 1500
    },
    {
      "epoch": 2.680965147453083,
      "grad_norm": 20.681987762451172,
      "learning_rate": 9.63671172432769e-06,
      "loss": 0.1575,
      "step": 2000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7740529775619507,
      "eval_loss": 0.6654106378555298,
      "eval_runtime": 9.4207,
      "eval_samples_per_second": 316.642,
      "eval_steps_per_second": 19.85,
      "step": 2238
    },
    {
      "epoch": 3.351206434316354,
      "grad_norm": 0.6577324271202087,
      "learning_rate": 8.754228965689622e-06,
      "loss": 0.1178,
      "step": 2500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7763996124267578,
      "eval_loss": 1.094183087348938,
      "eval_runtime": 9.4168,
      "eval_samples_per_second": 316.775,
      "eval_steps_per_second": 19.858,
      "step": 2984
    },
    {
      "epoch": 4.021447721179625,
      "grad_norm": 5.022602558135986,
      "learning_rate": 7.871746207051555e-06,
      "loss": 0.0777,
      "step": 3000
    },
    {
      "epoch": 4.6916890080428955,
      "grad_norm": 0.7826739549636841,
      "learning_rate": 6.989263448413488e-06,
      "loss": 0.044,
      "step": 3500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.782433807849884,
      "eval_loss": 1.2965056896209717,
      "eval_runtime": 9.3869,
      "eval_samples_per_second": 317.783,
      "eval_steps_per_second": 19.921,
      "step": 3730
    },
    {
      "epoch": 5.361930294906166,
      "grad_norm": 1.7349833250045776,
      "learning_rate": 6.106780689775422e-06,
      "loss": 0.0345,
      "step": 4000
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7861213684082031,
      "eval_loss": 1.1750046014785767,
      "eval_runtime": 9.4116,
      "eval_samples_per_second": 316.949,
      "eval_steps_per_second": 19.869,
      "step": 4476
    },
    {
      "epoch": 6.032171581769437,
      "grad_norm": 16.81600570678711,
      "learning_rate": 5.224297931137354e-06,
      "loss": 0.0227,
      "step": 4500
    },
    {
      "epoch": 6.702412868632708,
      "grad_norm": 0.004451041109859943,
      "learning_rate": 4.341815172499288e-06,
      "loss": 0.0164,
      "step": 5000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.7827690243721008,
      "eval_loss": 1.4659219980239868,
      "eval_runtime": 9.615,
      "eval_samples_per_second": 310.243,
      "eval_steps_per_second": 19.449,
      "step": 5222
    },
    {
      "epoch": 7.372654155495979,
      "grad_norm": 4.934184551239014,
      "learning_rate": 3.4593324138612214e-06,
      "loss": 0.0136,
      "step": 5500
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7847804427146912,
      "eval_loss": 1.4372460842132568,
      "eval_runtime": 9.4141,
      "eval_samples_per_second": 316.864,
      "eval_steps_per_second": 19.864,
      "step": 5968
    },
    {
      "epoch": 8.04289544235925,
      "grad_norm": 6.715782642364502,
      "learning_rate": 2.5768496552231545e-06,
      "loss": 0.0143,
      "step": 6000
    }
  ],
  "logging_steps": 500,
  "max_steps": 7460,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.563011071614504e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.3166642758879955e-05,
    "per_device_train_batch_size": 16
  }
}