File size: 3,843 Bytes
6897d40
 
 
 
 
 
 
 
 
 
 
 
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
858abb7
 
6897d40
858abb7
 
 
 
6897d40
858abb7
 
 
6897d40
858abb7
 
 
 
6897d40
 
 
 
 
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
858abb7
 
6897d40
858abb7
 
 
 
6897d40
858abb7
 
 
6897d40
858abb7
 
 
 
6897d40
 
 
 
 
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
 
858abb7
 
 
 
6897d40
858abb7
 
6897d40
858abb7
 
 
 
6897d40
858abb7
 
 
6897d40
858abb7
 
 
 
6897d40
 
 
 
 
 
 
 
 
858abb7
6897d40
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 243,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_B": {
        "f1-score": 0.8331822302810515,
        "precision": 0.7901977644024075,
        "recall": 0.8811121764141898,
        "support": 1043.0
      },
      "eval_I": {
        "f1-score": 0.9471294753175105,
        "precision": 0.9443616777446711,
        "recall": 0.9499135446685879,
        "support": 17350.0
      },
      "eval_O": {
        "f1-score": 0.8992868897421833,
        "precision": 0.9103731674811195,
        "recall": 0.8884673748103187,
        "support": 9226.0
      },
      "eval_accuracy": 0.9267895289474637,
      "eval_loss": 0.20478281378746033,
      "eval_macro avg": {
        "f1-score": 0.8931995317802484,
        "precision": 0.8816442032093993,
        "recall": 0.9064976986310321,
        "support": 27619.0
      },
      "eval_runtime": 4.6128,
      "eval_samples_per_second": 17.343,
      "eval_steps_per_second": 2.168,
      "eval_weighted avg": {
        "f1-score": 0.9268447919078652,
        "precision": 0.9271861479533134,
        "recall": 0.9267895289474637,
        "support": 27619.0
      },
      "step": 81
    },
    {
      "epoch": 2.0,
      "eval_B": {
        "f1-score": 0.8682547399124939,
        "precision": 0.8806706114398422,
        "recall": 0.8561840843720039,
        "support": 1043.0
      },
      "eval_I": {
        "f1-score": 0.9590983771942466,
        "precision": 0.9592919333448654,
        "recall": 0.9589048991354466,
        "support": 17350.0
      },
      "eval_O": {
        "f1-score": 0.9226525313717006,
        "precision": 0.9208594256100194,
        "recall": 0.9244526338608281,
        "support": 9226.0
      },
      "eval_accuracy": 0.9435171439950758,
      "eval_loss": 0.16574698686599731,
      "eval_macro avg": {
        "f1-score": 0.9166685494928136,
        "precision": 0.9202739901315756,
        "recall": 0.9131805391227594,
        "support": 27619.0
      },
      "eval_runtime": 4.6238,
      "eval_samples_per_second": 17.302,
      "eval_steps_per_second": 2.163,
      "eval_weighted avg": {
        "f1-score": 0.9434932036816766,
        "precision": 0.9434846863370583,
        "recall": 0.9435171439950758,
        "support": 27619.0
      },
      "step": 162
    },
    {
      "epoch": 3.0,
      "eval_B": {
        "f1-score": 0.8791725434884815,
        "precision": 0.8625461254612546,
        "recall": 0.8964525407478428,
        "support": 1043.0
      },
      "eval_I": {
        "f1-score": 0.9588372159825352,
        "precision": 0.9557349825345015,
        "recall": 0.9619596541786744,
        "support": 17350.0
      },
      "eval_O": {
        "f1-score": 0.9204284621270084,
        "precision": 0.9282407407407407,
        "recall": 0.9127465857359636,
        "support": 9226.0
      },
      "eval_accuracy": 0.9430464535283681,
      "eval_loss": 0.15394224226474762,
      "eval_macro avg": {
        "f1-score": 0.9194794071993417,
        "precision": 0.9155072829121655,
        "recall": 0.9237195935541602,
        "support": 27619.0
      },
      "eval_runtime": 4.6233,
      "eval_samples_per_second": 17.303,
      "eval_steps_per_second": 2.163,
      "eval_weighted avg": {
        "f1-score": 0.9429985029052194,
        "precision": 0.9430314866542512,
        "recall": 0.9430464535283681,
        "support": 27619.0
      },
      "step": 243
    }
  ],
  "logging_steps": 500,
  "max_steps": 4050,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "total_flos": 431359958206800.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}