File size: 2,522 Bytes
83d35d5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.014169026166200638,
  "best_model_checkpoint": "retrained_model/checkpoint-4092",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 4092,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.37,
      "grad_norm": 9.543731689453125,
      "learning_rate": 1.755620723362659e-05,
      "loss": 0.2119,
      "step": 500
    },
    {
      "epoch": 0.73,
      "grad_norm": 0.3035629391670227,
      "learning_rate": 1.5112414467253179e-05,
      "loss": 0.0823,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.9882224048205971,
      "eval_loss": 0.028914300724864006,
      "eval_runtime": 88.6891,
      "eval_samples_per_second": 61.507,
      "eval_steps_per_second": 3.845,
      "step": 1364
    },
    {
      "epoch": 1.1,
      "grad_norm": 0.03364085033535957,
      "learning_rate": 1.2668621700879767e-05,
      "loss": 0.0443,
      "step": 1500
    },
    {
      "epoch": 1.47,
      "grad_norm": 0.012753481045365334,
      "learning_rate": 1.0224828934506354e-05,
      "loss": 0.0273,
      "step": 2000
    },
    {
      "epoch": 1.83,
      "grad_norm": 0.009346585720777512,
      "learning_rate": 7.781036168132942e-06,
      "loss": 0.0203,
      "step": 2500
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.9915416098226467,
      "eval_loss": 0.01713947393000126,
      "eval_runtime": 89.0176,
      "eval_samples_per_second": 61.28,
      "eval_steps_per_second": 3.831,
      "step": 2728
    },
    {
      "epoch": 2.2,
      "grad_norm": 0.002515732077881694,
      "learning_rate": 5.337243401759531e-06,
      "loss": 0.0106,
      "step": 3000
    },
    {
      "epoch": 2.57,
      "grad_norm": 0.11586715281009674,
      "learning_rate": 2.8934506353861196e-06,
      "loss": 0.0124,
      "step": 3500
    },
    {
      "epoch": 2.93,
      "grad_norm": 0.0089911799877882,
      "learning_rate": 4.496578690127078e-07,
      "loss": 0.0097,
      "step": 4000
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.9923497267759562,
      "eval_loss": 0.014169026166200638,
      "eval_runtime": 88.7641,
      "eval_samples_per_second": 61.455,
      "eval_steps_per_second": 3.842,
      "step": 4092
    }
  ],
  "logging_steps": 500,
  "max_steps": 4092,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 8140134066229824.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}