File size: 3,717 Bytes
9b6ebab
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.2424466609954834,
  "best_model_checkpoint": "/kaggle/working/checkpoint-70",
  "epoch": 7.777777777777778,
  "eval_steps": 10,
  "global_step": 70,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.1111111111111112,
      "grad_norm": 0.022282764315605164,
      "learning_rate": 0.0001851851851851852,
      "loss": 2.0424,
      "step": 10
    },
    {
      "epoch": 1.1111111111111112,
      "eval_loss": 1.733155369758606,
      "eval_runtime": 34.5543,
      "eval_samples_per_second": 1.042,
      "eval_steps_per_second": 0.145,
      "step": 10
    },
    {
      "epoch": 2.2222222222222223,
      "grad_norm": 0.018981408327817917,
      "learning_rate": 0.00017037037037037037,
      "loss": 1.6072,
      "step": 20
    },
    {
      "epoch": 2.2222222222222223,
      "eval_loss": 1.5428930521011353,
      "eval_runtime": 34.6485,
      "eval_samples_per_second": 1.039,
      "eval_steps_per_second": 0.144,
      "step": 20
    },
    {
      "epoch": 3.3333333333333335,
      "grad_norm": 0.023157037794589996,
      "learning_rate": 0.00015555555555555556,
      "loss": 1.4025,
      "step": 30
    },
    {
      "epoch": 3.3333333333333335,
      "eval_loss": 1.4176721572875977,
      "eval_runtime": 34.5433,
      "eval_samples_per_second": 1.042,
      "eval_steps_per_second": 0.145,
      "step": 30
    },
    {
      "epoch": 4.444444444444445,
      "grad_norm": 0.021338749676942825,
      "learning_rate": 0.00014074074074074076,
      "loss": 1.285,
      "step": 40
    },
    {
      "epoch": 4.444444444444445,
      "eval_loss": 1.3449772596359253,
      "eval_runtime": 34.5594,
      "eval_samples_per_second": 1.042,
      "eval_steps_per_second": 0.145,
      "step": 40
    },
    {
      "epoch": 5.555555555555555,
      "grad_norm": 0.02489505708217621,
      "learning_rate": 0.00012592592592592592,
      "loss": 1.1687,
      "step": 50
    },
    {
      "epoch": 5.555555555555555,
      "eval_loss": 1.2951068878173828,
      "eval_runtime": 34.5896,
      "eval_samples_per_second": 1.041,
      "eval_steps_per_second": 0.145,
      "step": 50
    },
    {
      "epoch": 6.666666666666667,
      "grad_norm": 0.028962766751646996,
      "learning_rate": 0.00011111111111111112,
      "loss": 1.0521,
      "step": 60
    },
    {
      "epoch": 6.666666666666667,
      "eval_loss": 1.2674343585968018,
      "eval_runtime": 34.5586,
      "eval_samples_per_second": 1.042,
      "eval_steps_per_second": 0.145,
      "step": 60
    },
    {
      "epoch": 7.777777777777778,
      "grad_norm": 0.033917125314474106,
      "learning_rate": 9.62962962962963e-05,
      "loss": 0.9885,
      "step": 70
    },
    {
      "epoch": 7.777777777777778,
      "eval_loss": 1.2424466609954834,
      "eval_runtime": 34.5412,
      "eval_samples_per_second": 1.042,
      "eval_steps_per_second": 0.145,
      "step": 70
    }
  ],
  "logging_steps": 10,
  "max_steps": 135,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 15,
  "save_steps": 10,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 3,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.8705775328034816e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}