File size: 3,587 Bytes
1d12aa7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
136
137
138
139
140
141
142
143
144
145
146
147
148
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 1384,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.29,
      "learning_rate": 9.421965317919077e-06,
      "loss": 1.814,
      "step": 100
    },
    {
      "epoch": 0.58,
      "learning_rate": 8.84393063583815e-06,
      "loss": 1.1008,
      "step": 200
    },
    {
      "epoch": 0.87,
      "learning_rate": 8.265895953757226e-06,
      "loss": 0.8649,
      "step": 300
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.762,
      "eval_f1": 0.7443581909981544,
      "eval_loss": 0.7707217931747437,
      "eval_precision": 0.8007820246885388,
      "eval_recall": 0.7255360611559928,
      "eval_runtime": 10.5048,
      "eval_samples_per_second": 47.598,
      "eval_steps_per_second": 3.998,
      "step": 346
    },
    {
      "epoch": 1.16,
      "learning_rate": 7.687861271676302e-06,
      "loss": 0.7136,
      "step": 400
    },
    {
      "epoch": 1.45,
      "learning_rate": 7.109826589595377e-06,
      "loss": 0.6514,
      "step": 500
    },
    {
      "epoch": 1.73,
      "learning_rate": 6.531791907514451e-06,
      "loss": 0.6135,
      "step": 600
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.784,
      "eval_f1": 0.7845289578609783,
      "eval_loss": 0.6748060584068298,
      "eval_precision": 0.7856247693531655,
      "eval_recall": 0.7918236543574249,
      "eval_runtime": 10.4972,
      "eval_samples_per_second": 47.632,
      "eval_steps_per_second": 4.001,
      "step": 692
    },
    {
      "epoch": 2.02,
      "learning_rate": 5.9537572254335265e-06,
      "loss": 0.623,
      "step": 700
    },
    {
      "epoch": 2.31,
      "learning_rate": 5.375722543352601e-06,
      "loss": 0.4996,
      "step": 800
    },
    {
      "epoch": 2.6,
      "learning_rate": 4.797687861271676e-06,
      "loss": 0.4835,
      "step": 900
    },
    {
      "epoch": 2.89,
      "learning_rate": 4.219653179190752e-06,
      "loss": 0.4899,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.79,
      "eval_f1": 0.7805436767451568,
      "eval_loss": 0.6808088421821594,
      "eval_precision": 0.7803281881073597,
      "eval_recall": 0.7887121939209444,
      "eval_runtime": 10.4962,
      "eval_samples_per_second": 47.636,
      "eval_steps_per_second": 4.001,
      "step": 1038
    },
    {
      "epoch": 3.18,
      "learning_rate": 3.641618497109827e-06,
      "loss": 0.4174,
      "step": 1100
    },
    {
      "epoch": 3.47,
      "learning_rate": 3.063583815028902e-06,
      "loss": 0.3569,
      "step": 1200
    },
    {
      "epoch": 3.76,
      "learning_rate": 2.485549132947977e-06,
      "loss": 0.3678,
      "step": 1300
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.792,
      "eval_f1": 0.7970230838037085,
      "eval_loss": 0.7039059996604919,
      "eval_precision": 0.802843584794583,
      "eval_recall": 0.7992789320511213,
      "eval_runtime": 10.5145,
      "eval_samples_per_second": 47.554,
      "eval_steps_per_second": 3.994,
      "step": 1384
    }
  ],
  "logging_steps": 100,
  "max_steps": 1730,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 5820434589204480.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}