File size: 3,243 Bytes
29095e4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 66,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.23391812865497075,
      "grad_norm": 19.255443572998047,
      "learning_rate": 2.857142857142857e-05,
      "loss": 0.8241,
      "step": 5
    },
    {
      "epoch": 0.4678362573099415,
      "grad_norm": 15.90062141418457,
      "learning_rate": 4.985837000525343e-05,
      "loss": 0.1671,
      "step": 10
    },
    {
      "epoch": 0.7017543859649122,
      "grad_norm": 5.5942206382751465,
      "learning_rate": 4.8283404436308464e-05,
      "loss": 0.085,
      "step": 15
    },
    {
      "epoch": 0.935672514619883,
      "grad_norm": 10.160480499267578,
      "learning_rate": 4.5067790948274094e-05,
      "loss": 0.0862,
      "step": 20
    },
    {
      "epoch": 1.1403508771929824,
      "grad_norm": 0.6265833973884583,
      "learning_rate": 4.04381153736548e-05,
      "loss": 0.0485,
      "step": 25
    },
    {
      "epoch": 1.3742690058479532,
      "grad_norm": 0.9624802470207214,
      "learning_rate": 3.472060438683302e-05,
      "loss": 0.0484,
      "step": 30
    },
    {
      "epoch": 1.608187134502924,
      "grad_norm": 0.569491982460022,
      "learning_rate": 2.8318138182093052e-05,
      "loss": 0.0468,
      "step": 35
    },
    {
      "epoch": 1.8421052631578947,
      "grad_norm": 0.3710443377494812,
      "learning_rate": 2.1681861817906954e-05,
      "loss": 0.0458,
      "step": 40
    },
    {
      "epoch": 2.046783625730994,
      "grad_norm": 0.1184922382235527,
      "learning_rate": 1.5279395613166986e-05,
      "loss": 0.0455,
      "step": 45
    },
    {
      "epoch": 2.280701754385965,
      "grad_norm": 0.21576550602912903,
      "learning_rate": 9.561884626345205e-06,
      "loss": 0.0439,
      "step": 50
    },
    {
      "epoch": 2.5146198830409356,
      "grad_norm": 0.17528507113456726,
      "learning_rate": 4.932209051725914e-06,
      "loss": 0.0442,
      "step": 55
    },
    {
      "epoch": 2.7485380116959064,
      "grad_norm": 0.1674930304288864,
      "learning_rate": 1.7165955636915392e-06,
      "loss": 0.0438,
      "step": 60
    },
    {
      "epoch": 2.982456140350877,
      "grad_norm": 0.1652153730392456,
      "learning_rate": 1.4162999474657268e-07,
      "loss": 0.0451,
      "step": 65
    },
    {
      "epoch": 3.0,
      "step": 66,
      "total_flos": 411612762796032.0,
      "train_loss": 0.12000229429792274,
      "train_runtime": 714.9914,
      "train_samples_per_second": 1.435,
      "train_steps_per_second": 0.092
    }
  ],
  "logging_steps": 5,
  "max_steps": 66,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 411612762796032.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}