File size: 2,678 Bytes
2ed5072
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "eval_steps": 1000,
  "global_step": 4728,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.00042319085907744394,
      "grad_norm": 4.317407131195068,
      "learning_rate": 0.0,
      "loss": 1.466,
      "step": 1
    },
    {
      "epoch": 0.4231908590774439,
      "grad_norm": 4.519246578216553,
      "learning_rate": 2.535532994923858e-05,
      "loss": 1.4125,
      "step": 1000
    },
    {
      "epoch": 0.4231908590774439,
      "eval_cosine_accuracy": 0.9784414768218994,
      "eval_loss": 1.2133984565734863,
      "eval_runtime": 22.3964,
      "eval_samples_per_second": 424.577,
      "eval_steps_per_second": 1.697,
      "step": 1000
    },
    {
      "epoch": 0.8463817181548878,
      "grad_norm": 3.9520606994628906,
      "learning_rate": 2.7697733471268692e-05,
      "loss": 1.3526,
      "step": 2000
    },
    {
      "epoch": 0.8463817181548878,
      "eval_cosine_accuracy": 0.9788621068000793,
      "eval_loss": 1.1938709020614624,
      "eval_runtime": 22.5907,
      "eval_samples_per_second": 420.926,
      "eval_steps_per_second": 1.682,
      "step": 2000
    },
    {
      "epoch": 1.2693446088794926,
      "grad_norm": 4.076956748962402,
      "learning_rate": 2.487632841154895e-05,
      "loss": 1.2544,
      "step": 3000
    },
    {
      "epoch": 1.2693446088794926,
      "eval_cosine_accuracy": 0.9801241159439087,
      "eval_loss": 1.1857126951217651,
      "eval_runtime": 22.6784,
      "eval_samples_per_second": 419.298,
      "eval_steps_per_second": 1.676,
      "step": 3000
    },
    {
      "epoch": 1.6921775898520086,
      "grad_norm": 4.19527006149292,
      "learning_rate": 2.2054923351829213e-05,
      "loss": 1.2074,
      "step": 4000
    },
    {
      "epoch": 1.6921775898520086,
      "eval_cosine_accuracy": 0.9784414768218994,
      "eval_loss": 1.16515052318573,
      "eval_runtime": 22.4384,
      "eval_samples_per_second": 423.782,
      "eval_steps_per_second": 1.694,
      "step": 4000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 11815,
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}