File size: 2,466 Bytes
6d4bddd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9318062180540958,
  "best_model_checkpoint": "./priority_model\\checkpoint-69",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 69,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.43478260869565216,
      "grad_norm": 5.8311944007873535,
      "learning_rate": 1.8550724637681162e-05,
      "loss": 1.0181,
      "step": 10
    },
    {
      "epoch": 0.8695652173913043,
      "grad_norm": 7.023670196533203,
      "learning_rate": 1.710144927536232e-05,
      "loss": 0.8761,
      "step": 20
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8888888888888888,
      "eval_f1": 0.8887926887926887,
      "eval_loss": 0.6216873526573181,
      "eval_runtime": 1.0711,
      "eval_samples_per_second": 42.014,
      "eval_steps_per_second": 5.602,
      "step": 23
    },
    {
      "epoch": 1.3043478260869565,
      "grad_norm": 5.623006820678711,
      "learning_rate": 1.565217391304348e-05,
      "loss": 0.7532,
      "step": 30
    },
    {
      "epoch": 1.7391304347826086,
      "grad_norm": 9.884881973266602,
      "learning_rate": 1.420289855072464e-05,
      "loss": 0.5316,
      "step": 40
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9111111111111111,
      "eval_f1": 0.9095029239766083,
      "eval_loss": 0.3368909955024719,
      "eval_runtime": 1.0808,
      "eval_samples_per_second": 41.635,
      "eval_steps_per_second": 5.551,
      "step": 46
    },
    {
      "epoch": 2.1739130434782608,
      "grad_norm": 4.106278896331787,
      "learning_rate": 1.2753623188405797e-05,
      "loss": 0.3776,
      "step": 50
    },
    {
      "epoch": 2.608695652173913,
      "grad_norm": 3.0185980796813965,
      "learning_rate": 1.1304347826086957e-05,
      "loss": 0.2772,
      "step": 60
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9333333333333333,
      "eval_f1": 0.9318062180540958,
      "eval_loss": 0.22048650681972504,
      "eval_runtime": 1.0754,
      "eval_samples_per_second": 41.846,
      "eval_steps_per_second": 5.579,
      "step": 69
    }
  ],
  "logging_steps": 10,
  "max_steps": 138,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 24558965299260.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}