File size: 2,740 Bytes
8513d9b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 2388,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8375209380234506,
      "grad_norm": 1.082448959350586,
      "learning_rate": 3.953098827470687e-05,
      "loss": 1.6167,
      "step": 500
    },
    {
      "epoch": 0.8375209380234506,
      "eval_CEFR_f1": 0.3644590403211093,
      "eval_loss": 1.5046868324279785,
      "eval_rouge1": 0.31,
      "eval_rouge2": 0.13131313131313133,
      "eval_runtime": 15.7708,
      "eval_samples_per_second": 6.341,
      "eval_steps_per_second": 0.127,
      "step": 500
    },
    {
      "epoch": 1.675041876046901,
      "grad_norm": 1.0536589622497559,
      "learning_rate": 2.906197654941374e-05,
      "loss": 1.3693,
      "step": 1000
    },
    {
      "epoch": 1.675041876046901,
      "eval_CEFR_f1": 0.3023575040876079,
      "eval_loss": 1.43952214717865,
      "eval_rouge1": 0.35,
      "eval_rouge2": 0.15151515151515152,
      "eval_runtime": 17.1613,
      "eval_samples_per_second": 5.827,
      "eval_steps_per_second": 0.117,
      "step": 1000
    },
    {
      "epoch": 2.5125628140703515,
      "grad_norm": 1.0843034982681274,
      "learning_rate": 1.8592964824120602e-05,
      "loss": 1.2575,
      "step": 1500
    },
    {
      "epoch": 2.5125628140703515,
      "eval_CEFR_f1": 0.30705782312925173,
      "eval_loss": 1.4209942817687988,
      "eval_rouge1": 0.33,
      "eval_rouge2": 0.13131313131313133,
      "eval_runtime": 16.7011,
      "eval_samples_per_second": 5.988,
      "eval_steps_per_second": 0.12,
      "step": 1500
    },
    {
      "epoch": 3.3500837520938025,
      "grad_norm": 1.1220632791519165,
      "learning_rate": 8.123953098827471e-06,
      "loss": 1.1912,
      "step": 2000
    },
    {
      "epoch": 3.3500837520938025,
      "eval_CEFR_f1": 0.31766408627240766,
      "eval_loss": 1.4111934900283813,
      "eval_rouge1": 0.34,
      "eval_rouge2": 0.1414141414141414,
      "eval_runtime": 15.8447,
      "eval_samples_per_second": 6.311,
      "eval_steps_per_second": 0.126,
      "step": 2000
    }
  ],
  "logging_steps": 500,
  "max_steps": 2388,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "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": 1.2855167870976e+16,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}