File size: 3,056 Bytes
b9aeffd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6872273683547974,
  "best_model_checkpoint": "YELP_full/checkpoint-6772",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 6772,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "grad_norm": 8.398588180541992,
      "learning_rate": 5.8227997637330186e-05,
      "loss": 0.9245,
      "step": 500
    },
    {
      "epoch": 0.3,
      "grad_norm": 3.5803122520446777,
      "learning_rate": 5.645599527466036e-05,
      "loss": 0.7913,
      "step": 1000
    },
    {
      "epoch": 0.44,
      "grad_norm": 3.3800671100616455,
      "learning_rate": 5.468399291199055e-05,
      "loss": 0.7613,
      "step": 1500
    },
    {
      "epoch": 0.59,
      "grad_norm": 1.9862334728240967,
      "learning_rate": 5.291199054932074e-05,
      "loss": 0.7362,
      "step": 2000
    },
    {
      "epoch": 0.74,
      "grad_norm": 2.043750524520874,
      "learning_rate": 5.113998818665092e-05,
      "loss": 0.7262,
      "step": 2500
    },
    {
      "epoch": 0.89,
      "grad_norm": 2.8348655700683594,
      "learning_rate": 4.93679858239811e-05,
      "loss": 0.7165,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.69042,
      "eval_loss": 0.6984841227531433,
      "eval_runtime": 141.1206,
      "eval_samples_per_second": 354.307,
      "eval_steps_per_second": 1.849,
      "step": 3386
    },
    {
      "epoch": 1.03,
      "grad_norm": 2.2309489250183105,
      "learning_rate": 4.7595983461311283e-05,
      "loss": 0.7047,
      "step": 3500
    },
    {
      "epoch": 1.18,
      "grad_norm": 2.665053129196167,
      "learning_rate": 4.582398109864147e-05,
      "loss": 0.6764,
      "step": 4000
    },
    {
      "epoch": 1.33,
      "grad_norm": 2.590282678604126,
      "learning_rate": 4.4051978735971645e-05,
      "loss": 0.6733,
      "step": 4500
    },
    {
      "epoch": 1.48,
      "grad_norm": 2.890204429626465,
      "learning_rate": 4.227997637330183e-05,
      "loss": 0.6712,
      "step": 5000
    },
    {
      "epoch": 1.62,
      "grad_norm": 2.0544567108154297,
      "learning_rate": 4.050797401063202e-05,
      "loss": 0.6692,
      "step": 5500
    },
    {
      "epoch": 1.77,
      "grad_norm": 1.7416001558303833,
      "learning_rate": 3.87359716479622e-05,
      "loss": 0.6693,
      "step": 6000
    },
    {
      "epoch": 1.92,
      "grad_norm": 2.1172029972076416,
      "learning_rate": 3.696396928529238e-05,
      "loss": 0.6641,
      "step": 6500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.69884,
      "eval_loss": 0.6872273683547974,
      "eval_runtime": 141.4186,
      "eval_samples_per_second": 353.56,
      "eval_steps_per_second": 1.846,
      "step": 6772
    }
  ],
  "logging_steps": 500,
  "max_steps": 16930,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 6.243873436112486e+17,
  "train_batch_size": 192,
  "trial_name": null,
  "trial_params": null
}