File size: 3,933 Bytes
89ecbd7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
{
  "best_metric": 78.2193331519916,
  "best_model_checkpoint": "/root/turkic_qa/en_uzn_models/en_uzn_xlm_roberta_large_model/checkpoint-2760",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 3450,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "step": 690,
      "train_exact_match": 56.043956043956044,
      "train_f1": 73.10238632897224,
      "train_runtime": 28.967,
      "train_samples_per_second": 43.567,
      "train_steps_per_second": 1.588
    },
    {
      "epoch": 1.0,
      "grad_norm": 34.386253356933594,
      "learning_rate": 1e-05,
      "loss": 3.1538,
      "step": 690
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 53.28125,
      "eval_f1": 68.90784509260168,
      "eval_runtime": 92.5664,
      "eval_samples_per_second": 43.774,
      "eval_steps_per_second": 1.566,
      "step": 690
    },
    {
      "epoch": 2.0,
      "step": 1380,
      "train_exact_match": 71.22877122877122,
      "train_f1": 84.717686864544,
      "train_runtime": 29.1704,
      "train_samples_per_second": 43.64,
      "train_steps_per_second": 1.577
    },
    {
      "epoch": 2.0,
      "grad_norm": 118.70819854736328,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.105,
      "step": 1380
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 63.1875,
      "eval_f1": 77.04679698006159,
      "eval_runtime": 92.8422,
      "eval_samples_per_second": 43.644,
      "eval_steps_per_second": 1.562,
      "step": 1380
    },
    {
      "epoch": 3.0,
      "step": 2070,
      "train_exact_match": 76.62337662337663,
      "train_f1": 88.54201062497397,
      "train_runtime": 29.7625,
      "train_samples_per_second": 43.511,
      "train_steps_per_second": 1.579
    },
    {
      "epoch": 3.0,
      "grad_norm": 41.994937896728516,
      "learning_rate": 5e-06,
      "loss": 0.7535,
      "step": 2070
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 64.125,
      "eval_f1": 77.84371511436862,
      "eval_runtime": 92.7563,
      "eval_samples_per_second": 43.684,
      "eval_steps_per_second": 1.563,
      "step": 2070
    },
    {
      "epoch": 4.0,
      "step": 2760,
      "train_exact_match": 82.01798201798202,
      "train_f1": 91.71025821891249,
      "train_runtime": 29.7394,
      "train_samples_per_second": 43.545,
      "train_steps_per_second": 1.58
    },
    {
      "epoch": 4.0,
      "grad_norm": 416.8191223144531,
      "learning_rate": 2.5e-06,
      "loss": 0.5495,
      "step": 2760
    },
    {
      "epoch": 4.0,
      "eval_exact_match": 65.03125,
      "eval_f1": 78.2193331519916,
      "eval_runtime": 92.5461,
      "eval_samples_per_second": 43.784,
      "eval_steps_per_second": 1.567,
      "step": 2760
    },
    {
      "epoch": 5.0,
      "step": 3450,
      "train_exact_match": 83.71628371628371,
      "train_f1": 92.89072366821784,
      "train_runtime": 28.6071,
      "train_samples_per_second": 43.311,
      "train_steps_per_second": 1.573
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.402435779571533,
      "learning_rate": 0.0,
      "loss": 0.418,
      "step": 3450
    },
    {
      "epoch": 5.0,
      "eval_exact_match": 64.875,
      "eval_f1": 78.00354149557015,
      "eval_runtime": 92.9043,
      "eval_samples_per_second": 43.615,
      "eval_steps_per_second": 1.561,
      "step": 3450
    },
    {
      "epoch": 5.0,
      "step": 3450,
      "total_flos": 6.719078999672064e+16,
      "train_loss": 1.1959592426687047,
      "train_runtime": 6180.983,
      "train_samples_per_second": 15.607,
      "train_steps_per_second": 0.558
    }
  ],
  "logging_steps": 500,
  "max_steps": 3450,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 6.719078999672064e+16,
  "train_batch_size": 28,
  "trial_name": null,
  "trial_params": null
}