File size: 2,987 Bytes
a358eca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 6.289308176100629,
  "eval_steps": 500,
  "global_step": 2000,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6509677419354839,
      "eval_loss": 0.2873552143573761,
      "eval_runtime": 5.4953,
      "eval_samples_per_second": 564.118,
      "eval_steps_per_second": 11.828,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 0.6625721454620361,
      "learning_rate": 1.650593990216632e-05,
      "loss": 0.4591,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8429032258064516,
      "eval_loss": 0.11606641113758087,
      "eval_runtime": 5.7777,
      "eval_samples_per_second": 536.547,
      "eval_steps_per_second": 11.25,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8948387096774194,
      "eval_loss": 0.06758537143468857,
      "eval_runtime": 5.6402,
      "eval_samples_per_second": 549.628,
      "eval_steps_per_second": 11.524,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 0.5751062631607056,
      "learning_rate": 1.3011879804332637e-05,
      "loss": 0.1369,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.91,
      "eval_loss": 0.04885578155517578,
      "eval_runtime": 5.5152,
      "eval_samples_per_second": 562.081,
      "eval_steps_per_second": 11.786,
      "step": 1272
    },
    {
      "epoch": 4.716981132075472,
      "grad_norm": 0.373975932598114,
      "learning_rate": 9.517819706498952e-06,
      "loss": 0.0773,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9180645161290323,
      "eval_loss": 0.03952872380614281,
      "eval_runtime": 5.702,
      "eval_samples_per_second": 543.671,
      "eval_steps_per_second": 11.4,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9261290322580645,
      "eval_loss": 0.03494011610746384,
      "eval_runtime": 5.7679,
      "eval_samples_per_second": 537.462,
      "eval_steps_per_second": 11.269,
      "step": 1908
    },
    {
      "epoch": 6.289308176100629,
      "grad_norm": 0.30554112792015076,
      "learning_rate": 6.02375960866527e-06,
      "loss": 0.0588,
      "step": 2000
    }
  ],
  "logging_steps": 500,
  "max_steps": 2862,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 520991326672152.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.8846264724466298,
    "num_train_epochs": 9,
    "temperature": 3
  }
}