File size: 2,533 Bytes
c72582f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 236,
  "best_metric": 0.15796616673469543,
  "best_model_checkpoint": "./fine-tuned-model-8-diff\\checkpoint-236",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 236,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8519701810436635,
      "grad_norm": 0.3280849754810333,
      "learning_rate": 3.310344827586207e-05,
      "loss": 0.7606,
      "step": 50
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.24083571135997772,
      "eval_runtime": 209.8235,
      "eval_samples_per_second": 0.5,
      "eval_steps_per_second": 0.5,
      "step": 59
    },
    {
      "epoch": 1.698615548455804,
      "grad_norm": 0.17877578735351562,
      "learning_rate": 2.620689655172414e-05,
      "loss": 0.2316,
      "step": 100
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.16867588460445404,
      "eval_runtime": 210.4202,
      "eval_samples_per_second": 0.499,
      "eval_steps_per_second": 0.499,
      "step": 118
    },
    {
      "epoch": 2.545260915867945,
      "grad_norm": 0.27560967206954956,
      "learning_rate": 1.931034482758621e-05,
      "loss": 0.1695,
      "step": 150
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.16012603044509888,
      "eval_runtime": 209.4479,
      "eval_samples_per_second": 0.501,
      "eval_steps_per_second": 0.501,
      "step": 177
    },
    {
      "epoch": 3.3919062832800853,
      "grad_norm": 0.21748089790344238,
      "learning_rate": 1.2413793103448277e-05,
      "loss": 0.1571,
      "step": 200
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.15796616673469543,
      "eval_runtime": 210.9531,
      "eval_samples_per_second": 0.498,
      "eval_steps_per_second": 0.498,
      "step": 236
    }
  ],
  "logging_steps": 50,
  "max_steps": 290,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 2,
        "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": 9.15666871886807e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}