File size: 2,893 Bytes
6da1dbc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 7.861635220125786,
  "eval_steps": 500,
  "global_step": 2500,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6267741935483871,
      "eval_loss": 0.19981417059898376,
      "eval_runtime": 5.7482,
      "eval_samples_per_second": 539.296,
      "eval_steps_per_second": 11.308,
      "step": 318
    },
    {
      "epoch": 1.57,
      "learning_rate": 1.685534591194969e-05,
      "loss": 0.324,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8287096774193549,
      "eval_loss": 0.09645497798919678,
      "eval_runtime": 5.8849,
      "eval_samples_per_second": 526.769,
      "eval_steps_per_second": 11.045,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8841935483870967,
      "eval_loss": 0.061595458537340164,
      "eval_runtime": 5.6926,
      "eval_samples_per_second": 544.564,
      "eval_steps_per_second": 11.418,
      "step": 954
    },
    {
      "epoch": 3.14,
      "learning_rate": 1.371069182389937e-05,
      "loss": 0.1107,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9035483870967742,
      "eval_loss": 0.046646881848573685,
      "eval_runtime": 5.7741,
      "eval_samples_per_second": 536.883,
      "eval_steps_per_second": 11.257,
      "step": 1272
    },
    {
      "epoch": 4.72,
      "learning_rate": 1.0566037735849058e-05,
      "loss": 0.0692,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9096774193548387,
      "eval_loss": 0.03824981674551964,
      "eval_runtime": 5.8988,
      "eval_samples_per_second": 525.532,
      "eval_steps_per_second": 11.019,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9193548387096774,
      "eval_loss": 0.033315952867269516,
      "eval_runtime": 5.6959,
      "eval_samples_per_second": 544.253,
      "eval_steps_per_second": 11.412,
      "step": 1908
    },
    {
      "epoch": 6.29,
      "learning_rate": 7.421383647798742e-06,
      "loss": 0.0539,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9235483870967742,
      "eval_loss": 0.03077365830540657,
      "eval_runtime": 5.7622,
      "eval_samples_per_second": 537.993,
      "eval_steps_per_second": 11.28,
      "step": 2226
    },
    {
      "epoch": 7.86,
      "learning_rate": 4.276729559748428e-06,
      "loss": 0.0464,
      "step": 2500
    }
  ],
  "logging_steps": 500,
  "max_steps": 3180,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 708042017121348.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.8067006596645674,
    "num_train_epochs": 10,
    "temperature": 10
  }
}