File size: 2,679 Bytes
4979c11
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.0,
  "eval_steps": 1000,
  "global_step": 4141,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0002414875633904854,
      "grad_norm": 7.886749267578125,
      "learning_rate": 0.0,
      "loss": 3.6713,
      "step": 1
    },
    {
      "epoch": 0.24148756339048538,
      "grad_norm": 6.218736171722412,
      "learning_rate": 9.647513278609368e-06,
      "loss": 2.8183,
      "step": 1000
    },
    {
      "epoch": 0.24148756339048538,
      "eval_cosine_accuracy": 0.9434220194816589,
      "eval_loss": 0.585781455039978,
      "eval_runtime": 34.9645,
      "eval_samples_per_second": 271.962,
      "eval_steps_per_second": 2.145,
      "step": 1000
    },
    {
      "epoch": 0.48297512678097076,
      "grad_norm": 6.299063682556152,
      "learning_rate": 1.9304683727667796e-05,
      "loss": 2.1179,
      "step": 2000
    },
    {
      "epoch": 0.48297512678097076,
      "eval_cosine_accuracy": 0.9497318267822266,
      "eval_loss": 0.5328050851821899,
      "eval_runtime": 34.2691,
      "eval_samples_per_second": 277.48,
      "eval_steps_per_second": 2.189,
      "step": 2000
    },
    {
      "epoch": 0.7244626901714561,
      "grad_norm": 9.58321475982666,
      "learning_rate": 1.9003971235376196e-05,
      "loss": 1.4826,
      "step": 3000
    },
    {
      "epoch": 0.7244626901714561,
      "eval_cosine_accuracy": 0.9538332223892212,
      "eval_loss": 0.49323785305023193,
      "eval_runtime": 34.0684,
      "eval_samples_per_second": 279.115,
      "eval_steps_per_second": 2.201,
      "step": 3000
    },
    {
      "epoch": 0.9659502535619415,
      "grad_norm": 15.6340970993042,
      "learning_rate": 1.79317376838038e-05,
      "loss": 0.949,
      "step": 4000
    },
    {
      "epoch": 0.9659502535619415,
      "eval_cosine_accuracy": 0.9546745419502258,
      "eval_loss": 0.4723624587059021,
      "eval_runtime": 33.7991,
      "eval_samples_per_second": 281.339,
      "eval_steps_per_second": 2.219,
      "step": 4000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 20705,
  "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": 128,
  "trial_name": null,
  "trial_params": null
}