File size: 3,036 Bytes
21fa42a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 36,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.43956043956043955,
      "grad_norm": 9.493675231933594,
      "learning_rate": 4.849231551964771e-05,
      "loss": 5.4762,
      "num_input_tokens_seen": 13272,
      "step": 5,
      "train_runtime": 12.8278,
      "train_tokens_per_second": 1034.626
    },
    {
      "epoch": 0.8791208791208791,
      "grad_norm": 4.911149024963379,
      "learning_rate": 4.267766952966369e-05,
      "loss": 3.9653,
      "num_input_tokens_seen": 25368,
      "step": 10,
      "train_runtime": 24.6003,
      "train_tokens_per_second": 1031.207
    },
    {
      "epoch": 1.2637362637362637,
      "grad_norm": 3.035015821456909,
      "learning_rate": 3.355050358314172e-05,
      "loss": 3.2543,
      "num_input_tokens_seen": 36568,
      "step": 15,
      "train_runtime": 35.5974,
      "train_tokens_per_second": 1027.266
    },
    {
      "epoch": 1.7032967032967035,
      "grad_norm": 2.246847152709961,
      "learning_rate": 2.2821106431308544e-05,
      "loss": 2.9243,
      "num_input_tokens_seen": 49360,
      "step": 20,
      "train_runtime": 49.3421,
      "train_tokens_per_second": 1000.362
    },
    {
      "epoch": 2.087912087912088,
      "grad_norm": 1.6257575750350952,
      "learning_rate": 1.2500000000000006e-05,
      "loss": 2.6278,
      "num_input_tokens_seen": 60992,
      "step": 25,
      "train_runtime": 60.8949,
      "train_tokens_per_second": 1001.594
    },
    {
      "epoch": 2.5274725274725274,
      "grad_norm": 1.944761872291565,
      "learning_rate": 4.521198892775203e-06,
      "loss": 2.6988,
      "num_input_tokens_seen": 72872,
      "step": 30,
      "train_runtime": 74.2765,
      "train_tokens_per_second": 981.091
    },
    {
      "epoch": 2.967032967032967,
      "grad_norm": 1.752797245979309,
      "learning_rate": 3.7980617469479953e-07,
      "loss": 2.7677,
      "num_input_tokens_seen": 85304,
      "step": 35,
      "train_runtime": 87.3084,
      "train_tokens_per_second": 977.042
    },
    {
      "epoch": 3.0,
      "num_input_tokens_seen": 85968,
      "step": 36,
      "total_flos": 363344926666752.0,
      "train_loss": 3.3720982670783997,
      "train_runtime": 88.7993,
      "train_samples_per_second": 9.155,
      "train_steps_per_second": 0.405
    }
  ],
  "logging_steps": 5,
  "max_steps": 36,
  "num_input_tokens_seen": 85968,
  "num_train_epochs": 3,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 363344926666752.0,
  "train_batch_size": 3,
  "trial_name": null,
  "trial_params": null
}