File size: 2,381 Bytes
9311223
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 4320,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.5787037037037037,
      "grad_norm": 8.216769218444824,
      "learning_rate": 2.652777777777778e-05,
      "loss": 4.5636,
      "step": 500
    },
    {
      "epoch": 1.1574074074074074,
      "grad_norm": 11.628066062927246,
      "learning_rate": 2.3055555555555554e-05,
      "loss": 3.763,
      "step": 1000
    },
    {
      "epoch": 1.7361111111111112,
      "grad_norm": 9.473577499389648,
      "learning_rate": 1.9583333333333333e-05,
      "loss": 3.4828,
      "step": 1500
    },
    {
      "epoch": 2.314814814814815,
      "grad_norm": 10.071398735046387,
      "learning_rate": 1.6111111111111115e-05,
      "loss": 3.308,
      "step": 2000
    },
    {
      "epoch": 2.8935185185185186,
      "grad_norm": 10.017462730407715,
      "learning_rate": 1.2638888888888888e-05,
      "loss": 3.1879,
      "step": 2500
    },
    {
      "epoch": 3.4722222222222223,
      "grad_norm": 12.130489349365234,
      "learning_rate": 9.166666666666668e-06,
      "loss": 3.0,
      "step": 3000
    },
    {
      "epoch": 4.050925925925926,
      "grad_norm": 13.29631233215332,
      "learning_rate": 5.694444444444445e-06,
      "loss": 2.9502,
      "step": 3500
    },
    {
      "epoch": 4.62962962962963,
      "grad_norm": 10.901876449584961,
      "learning_rate": 2.222222222222222e-06,
      "loss": 2.8179,
      "step": 4000
    },
    {
      "epoch": 5.0,
      "step": 4320,
      "total_flos": 3.611513123226624e+16,
      "train_loss": 3.3395631154378256,
      "train_runtime": 2548.4435,
      "train_samples_per_second": 54.235,
      "train_steps_per_second": 1.695
    }
  ],
  "logging_steps": 500,
  "max_steps": 4320,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.611513123226624e+16,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}