File size: 2,968 Bytes
c841dc6
 
 
32cda9a
 
 
c841dc6
 
 
 
 
32cda9a
 
 
 
 
c841dc6
 
32cda9a
 
 
 
 
 
 
c841dc6
 
32cda9a
 
 
 
 
c841dc6
 
32cda9a
 
 
 
 
 
 
c841dc6
 
32cda9a
 
 
 
 
c841dc6
 
 
32cda9a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c841dc6
 
 
32cda9a
c841dc6
32cda9a
c841dc6
 
 
 
 
 
 
 
 
 
 
 
 
32cda9a
c841dc6
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "eval_steps": 500.0,
  "global_step": 5380,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 13.417204856872559,
      "learning_rate": 1.8008368200836822e-05,
      "loss": 1.4134,
      "step": 1076
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.7558544457720137,
      "eval_loss": 0.8534303903579712,
      "eval_runtime": 268.7511,
      "eval_samples_per_second": 32.018,
      "eval_steps_per_second": 1.001,
      "step": 1076
    },
    {
      "epoch": 2.0,
      "grad_norm": 13.140690803527832,
      "learning_rate": 1.3506276150627616e-05,
      "loss": 0.7309,
      "step": 2152
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.7933829613883598,
      "eval_loss": 0.7049058675765991,
      "eval_runtime": 268.5786,
      "eval_samples_per_second": 32.039,
      "eval_steps_per_second": 1.002,
      "step": 2152
    },
    {
      "epoch": 3.0,
      "grad_norm": 8.68571949005127,
      "learning_rate": 9.004184100418411e-06,
      "loss": 0.5277,
      "step": 3228
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.8081018590927308,
      "eval_loss": 0.6787558197975159,
      "eval_runtime": 277.348,
      "eval_samples_per_second": 31.026,
      "eval_steps_per_second": 0.97,
      "step": 3228
    },
    {
      "epoch": 4.0,
      "grad_norm": 7.1122260093688965,
      "learning_rate": 4.5020920502092055e-06,
      "loss": 0.3819,
      "step": 4304
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.8077891874826753,
      "eval_loss": 0.6842708587646484,
      "eval_runtime": 271.8952,
      "eval_samples_per_second": 31.648,
      "eval_steps_per_second": 0.989,
      "step": 4304
    },
    {
      "epoch": 5.0,
      "grad_norm": 10.43897819519043,
      "learning_rate": 0.0,
      "loss": 0.2865,
      "step": 5380
    },
    {
      "epoch": 5.0,
      "eval_f1": 0.8082255356174132,
      "eval_loss": 0.7049386501312256,
      "eval_runtime": 260.8665,
      "eval_samples_per_second": 32.986,
      "eval_steps_per_second": 1.031,
      "step": 5380
    },
    {
      "epoch": 5.0,
      "step": 5380,
      "total_flos": 4.52871045169152e+16,
      "train_loss": 0.6680765201611146,
      "train_runtime": 28188.6693,
      "train_samples_per_second": 6.105,
      "train_steps_per_second": 0.191
    }
  ],
  "logging_steps": 500,
  "max_steps": 5380,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 4.52871045169152e+16,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}