File size: 3,245 Bytes
0c9176b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7533459966277345,
  "best_model_checkpoint": "ckpt/tuned_unli/checkpoint-6940",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 6940,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.14,
      "grad_norm": 11.59940242767334,
      "learning_rate": 4.855907780979828e-06,
      "loss": 0.4912,
      "step": 500
    },
    {
      "epoch": 0.29,
      "grad_norm": 4.5099921226501465,
      "learning_rate": 4.711815561959655e-06,
      "loss": 0.4898,
      "step": 1000
    },
    {
      "epoch": 0.43,
      "grad_norm": 4.301983833312988,
      "learning_rate": 4.567723342939482e-06,
      "loss": 0.4803,
      "step": 1500
    },
    {
      "epoch": 0.58,
      "grad_norm": 8.535087585449219,
      "learning_rate": 4.423631123919308e-06,
      "loss": 0.486,
      "step": 2000
    },
    {
      "epoch": 0.72,
      "grad_norm": 6.304492473602295,
      "learning_rate": 4.279538904899136e-06,
      "loss": 0.4725,
      "step": 2500
    },
    {
      "epoch": 0.86,
      "grad_norm": 5.865860939025879,
      "learning_rate": 4.135446685878963e-06,
      "loss": 0.4738,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.5043371915817261,
      "eval_mse": 0.05504356324672699,
      "eval_pearson": 0.7481511352198802,
      "eval_runtime": 11.1028,
      "eval_samples_per_second": 273.805,
      "eval_spearman": 0.7563540381881723,
      "eval_steps_per_second": 17.113,
      "step": 3470
    },
    {
      "epoch": 1.01,
      "grad_norm": 9.249129295349121,
      "learning_rate": 3.99135446685879e-06,
      "loss": 0.4737,
      "step": 3500
    },
    {
      "epoch": 1.15,
      "grad_norm": 5.8351874351501465,
      "learning_rate": 3.847262247838617e-06,
      "loss": 0.4416,
      "step": 4000
    },
    {
      "epoch": 1.3,
      "grad_norm": 5.798779010772705,
      "learning_rate": 3.703170028818444e-06,
      "loss": 0.4457,
      "step": 4500
    },
    {
      "epoch": 1.44,
      "grad_norm": 6.772558212280273,
      "learning_rate": 3.5590778097982716e-06,
      "loss": 0.4448,
      "step": 5000
    },
    {
      "epoch": 1.59,
      "grad_norm": 12.370868682861328,
      "learning_rate": 3.4149855907780984e-06,
      "loss": 0.4499,
      "step": 5500
    },
    {
      "epoch": 1.73,
      "grad_norm": 7.551795482635498,
      "learning_rate": 3.2708933717579256e-06,
      "loss": 0.4441,
      "step": 6000
    },
    {
      "epoch": 1.87,
      "grad_norm": 3.4603450298309326,
      "learning_rate": 3.1268011527377524e-06,
      "loss": 0.4466,
      "step": 6500
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.5080664157867432,
      "eval_mse": 0.055369943380355835,
      "eval_pearson": 0.7533459966277345,
      "eval_runtime": 10.7962,
      "eval_samples_per_second": 281.582,
      "eval_spearman": 0.7597360368405089,
      "eval_steps_per_second": 17.599,
      "step": 6940
    }
  ],
  "logging_steps": 500,
  "max_steps": 17350,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 1.0217853882348156e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}