File size: 3,749 Bytes
6474476
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
123
124
125
126
127
128
129
130
131
132
133
134
135
136
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 3380,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.4792899408284024,
      "grad_norm": 3.84375,
      "learning_rate": 8.520710059171599e-05,
      "loss": 0.6478,
      "step": 500
    },
    {
      "epoch": 1.4792899408284024,
      "eval_accuracy": 0.8455031356898518,
      "eval_f1": 0.012843946055426568,
      "eval_loss": 0.4867057204246521,
      "eval_precision": 0.010016179983049541,
      "eval_recall": 0.01789647577092511,
      "eval_runtime": 95.5701,
      "eval_samples_per_second": 6.278,
      "eval_steps_per_second": 0.785,
      "step": 500
    },
    {
      "epoch": 2.9585798816568047,
      "grad_norm": 4.09375,
      "learning_rate": 7.041420118343195e-05,
      "loss": 0.5008,
      "step": 1000
    },
    {
      "epoch": 2.9585798816568047,
      "eval_accuracy": 0.8540407639680729,
      "eval_f1": 0.016587026967649805,
      "eval_loss": 0.4580599069595337,
      "eval_precision": 0.013798775472905053,
      "eval_recall": 0.020787444933920703,
      "eval_runtime": 95.5633,
      "eval_samples_per_second": 6.279,
      "eval_steps_per_second": 0.785,
      "step": 1000
    },
    {
      "epoch": 4.437869822485207,
      "grad_norm": 4.125,
      "learning_rate": 5.562130177514793e-05,
      "loss": 0.4718,
      "step": 1500
    },
    {
      "epoch": 4.437869822485207,
      "eval_accuracy": 0.8557155074116306,
      "eval_f1": 0.01738934056007227,
      "eval_loss": 0.44876301288604736,
      "eval_precision": 0.014739663093415008,
      "eval_recall": 0.021200440528634363,
      "eval_runtime": 95.5719,
      "eval_samples_per_second": 6.278,
      "eval_steps_per_second": 0.785,
      "step": 1500
    },
    {
      "epoch": 5.9171597633136095,
      "grad_norm": 5.0,
      "learning_rate": 4.0828402366863904e-05,
      "loss": 0.4697,
      "step": 2000
    },
    {
      "epoch": 5.9171597633136095,
      "eval_accuracy": 0.8567702394526796,
      "eval_f1": 0.016934408165632433,
      "eval_loss": 0.44674479961395264,
      "eval_precision": 0.01463072452149514,
      "eval_recall": 0.020099118942731278,
      "eval_runtime": 95.576,
      "eval_samples_per_second": 6.278,
      "eval_steps_per_second": 0.785,
      "step": 2000
    },
    {
      "epoch": 7.396449704142012,
      "grad_norm": 5.3125,
      "learning_rate": 2.6035502958579882e-05,
      "loss": 0.4663,
      "step": 2500
    },
    {
      "epoch": 7.396449704142012,
      "eval_accuracy": 0.8562428734321551,
      "eval_f1": 0.017444150582409543,
      "eval_loss": 0.4421093761920929,
      "eval_precision": 0.01475207004853907,
      "eval_recall": 0.021338105726872246,
      "eval_runtime": 95.5992,
      "eval_samples_per_second": 6.276,
      "eval_steps_per_second": 0.785,
      "step": 2500
    },
    {
      "epoch": 8.875739644970414,
      "grad_norm": 6.0,
      "learning_rate": 1.1242603550295859e-05,
      "loss": 0.4614,
      "step": 3000
    },
    {
      "epoch": 8.875739644970414,
      "eval_accuracy": 0.8567559863169898,
      "eval_f1": 0.01658185144948253,
      "eval_loss": 0.4435156285762787,
      "eval_precision": 0.014180929095354523,
      "eval_recall": 0.01996145374449339,
      "eval_runtime": 95.7263,
      "eval_samples_per_second": 6.268,
      "eval_steps_per_second": 0.783,
      "step": 3000
    }
  ],
  "logging_steps": 500,
  "max_steps": 3380,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 2.351623317247311e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}