File size: 2,561 Bytes
714d74f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 4.0,
  "eval_steps": 500,
  "global_step": 17396,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.00022993791676247414,
      "grad_norm": 11.149688720703125,
      "learning_rate": 0.0,
      "loss": 5.3185,
      "step": 1
    },
    {
      "epoch": 1.0,
      "grad_norm": 13.886802673339844,
      "learning_rate": 3.124640598044854e-05,
      "loss": 2.6529,
      "step": 4349
    },
    {
      "epoch": 1.0,
      "eval_cosine_accuracy": 0.9491846561431885,
      "eval_loss": 1.4502098560333252,
      "eval_runtime": 24.744,
      "eval_samples_per_second": 384.133,
      "eval_steps_per_second": 3.031,
      "step": 4349
    },
    {
      "epoch": 2.0,
      "grad_norm": 6.237020015716553,
      "learning_rate": 3.574125759317025e-05,
      "loss": 1.8024,
      "step": 8698
    },
    {
      "epoch": 2.0,
      "eval_cosine_accuracy": 0.9600210189819336,
      "eval_loss": 1.399303674697876,
      "eval_runtime": 26.5029,
      "eval_samples_per_second": 358.64,
      "eval_steps_per_second": 2.83,
      "step": 8698
    },
    {
      "epoch": 3.0,
      "grad_norm": 8.765737533569336,
      "learning_rate": 5.7461828927926447e-08,
      "loss": 1.4655,
      "step": 13047
    },
    {
      "epoch": 3.0,
      "eval_cosine_accuracy": 0.9607574939727783,
      "eval_loss": 1.3219194412231445,
      "eval_runtime": 24.731,
      "eval_samples_per_second": 384.335,
      "eval_steps_per_second": 3.033,
      "step": 13047
    },
    {
      "epoch": 4.0,
      "grad_norm": 17.971332550048828,
      "learning_rate": 2.274532344027589e-05,
      "loss": 1.3564,
      "step": 17396
    },
    {
      "epoch": 4.0,
      "eval_cosine_accuracy": 0.9600210189819336,
      "eval_loss": 1.3028672933578491,
      "eval_runtime": 26.3111,
      "eval_samples_per_second": 361.254,
      "eval_steps_per_second": 2.851,
      "step": 17396
    }
  ],
  "logging_steps": 500,
  "max_steps": 26094,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "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
}