File size: 2,028 Bytes
b81545d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.716981132075472,
  "eval_steps": 500,
  "global_step": 1500,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6083870967741936,
      "eval_loss": 0.20758771896362305,
      "eval_runtime": 2.1187,
      "eval_samples_per_second": 1463.163,
      "eval_steps_per_second": 30.679,
      "step": 318
    },
    {
      "epoch": 1.57,
      "grad_norm": 0.5437103509902954,
      "learning_rate": 1.606918238993711e-05,
      "loss": 0.3332,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8251612903225807,
      "eval_loss": 0.10081501305103302,
      "eval_runtime": 2.4164,
      "eval_samples_per_second": 1282.908,
      "eval_steps_per_second": 26.9,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8741935483870967,
      "eval_loss": 0.06718587875366211,
      "eval_runtime": 2.2023,
      "eval_samples_per_second": 1407.623,
      "eval_steps_per_second": 29.515,
      "step": 954
    },
    {
      "epoch": 3.14,
      "grad_norm": 0.4230486750602722,
      "learning_rate": 1.2138364779874214e-05,
      "loss": 0.1164,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8990322580645161,
      "eval_loss": 0.05146277695894241,
      "eval_runtime": 2.2444,
      "eval_samples_per_second": 1381.214,
      "eval_steps_per_second": 28.961,
      "step": 1272
    },
    {
      "epoch": 4.72,
      "grad_norm": 0.3436492085456848,
      "learning_rate": 8.207547169811321e-06,
      "loss": 0.0743,
      "step": 1500
    }
  ],
  "logging_steps": 500,
  "max_steps": 2544,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "save_steps": 500,
  "total_flos": 391368939443328.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.5470523291760685,
    "num_train_epochs": 8,
    "temperature": 8
  }
}