File size: 3,129 Bytes
83ac507
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 2000,
  "global_step": 10704,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 9.342301943198804e-05,
      "grad_norm": 6.791104793548584,
      "learning_rate": 0.0,
      "loss": 2.1887,
      "step": 1
    },
    {
      "epoch": 0.18684603886397608,
      "grad_norm": 2.2691686153411865,
      "learning_rate": 1.1207250981125022e-05,
      "loss": 1.797,
      "step": 2000
    },
    {
      "epoch": 0.18684603886397608,
      "eval_cosine_accuracy": 0.8986994028091431,
      "eval_loss": 0.49471989274024963,
      "eval_runtime": 27.6086,
      "eval_samples_per_second": 342.538,
      "eval_steps_per_second": 1.34,
      "step": 2000
    },
    {
      "epoch": 0.37369207772795215,
      "grad_norm": 2.0151262283325195,
      "learning_rate": 2.242010839095496e-05,
      "loss": 1.1798,
      "step": 4000
    },
    {
      "epoch": 0.37369207772795215,
      "eval_cosine_accuracy": 0.9260864853858948,
      "eval_loss": 0.4586535394191742,
      "eval_runtime": 27.5216,
      "eval_samples_per_second": 343.62,
      "eval_steps_per_second": 1.344,
      "step": 4000
    },
    {
      "epoch": 0.5605381165919282,
      "grad_norm": 1.8293673992156982,
      "learning_rate": 2.9956752989128812e-05,
      "loss": 0.8731,
      "step": 6000
    },
    {
      "epoch": 0.5605381165919282,
      "eval_cosine_accuracy": 0.9477635622024536,
      "eval_loss": 0.41501784324645996,
      "eval_runtime": 27.2856,
      "eval_samples_per_second": 346.593,
      "eval_steps_per_second": 1.356,
      "step": 6000
    },
    {
      "epoch": 0.7473841554559043,
      "grad_norm": 1.68148934841156,
      "learning_rate": 2.928213765797858e-05,
      "loss": 0.7057,
      "step": 8000
    },
    {
      "epoch": 0.7473841554559043,
      "eval_cosine_accuracy": 0.9500898718833923,
      "eval_loss": 0.395673006772995,
      "eval_runtime": 27.3094,
      "eval_samples_per_second": 346.291,
      "eval_steps_per_second": 1.355,
      "step": 8000
    },
    {
      "epoch": 0.9342301943198804,
      "grad_norm": 1.6407605409622192,
      "learning_rate": 2.782368440395421e-05,
      "loss": 0.6096,
      "step": 10000
    },
    {
      "epoch": 0.9342301943198804,
      "eval_cosine_accuracy": 0.9434281587600708,
      "eval_loss": 0.37747085094451904,
      "eval_runtime": 27.4609,
      "eval_samples_per_second": 344.381,
      "eval_steps_per_second": 1.347,
      "step": 10000
    }
  ],
  "logging_steps": 2000,
  "max_steps": 32112,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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
}