Hugging Face's logo

Hartunka
/
tiny_bert_rand_10_v1_rte

Text Classification
Transformers
TensorBoard
Safetensors
English
distilbert
Generated from Trainer
Eval Results (legacy)
text-embeddings-inference
Model card Files
xet
Metrics Community
tiny_bert_rand_10_v1_rte
File size: 3,624 Bytes
59bf405
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_global_step": 10,
  "best_metric": 0.6917728781700134,
  "best_model_checkpoint": "tiny_bert_rand_10_v1_rte/checkpoint-10",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.118343472480774,
      "learning_rate": 4.9e-05,
      "loss": 0.7007,
      "step": 10
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.516245487364621,
      "eval_loss": 0.6917728781700134,
      "eval_runtime": 0.1044,
      "eval_samples_per_second": 2653.931,
      "eval_steps_per_second": 19.162,
      "step": 10
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.4658519923686981,
      "learning_rate": 4.8e-05,
      "loss": 0.6835,
      "step": 20
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5595667870036101,
      "eval_loss": 0.6919773817062378,
      "eval_runtime": 0.1027,
      "eval_samples_per_second": 2698.116,
      "eval_steps_per_second": 19.481,
      "step": 20
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.5628891587257385,
      "learning_rate": 4.7e-05,
      "loss": 0.6616,
      "step": 30
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5740072202166066,
      "eval_loss": 0.7088081240653992,
      "eval_runtime": 0.1004,
      "eval_samples_per_second": 2759.129,
      "eval_steps_per_second": 19.922,
      "step": 30
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.0160233974456787,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.6219,
      "step": 40
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5523465703971119,
      "eval_loss": 0.7802593111991882,
      "eval_runtime": 0.1098,
      "eval_samples_per_second": 2522.629,
      "eval_steps_per_second": 18.214,
      "step": 40
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.7022738456726074,
      "learning_rate": 4.5e-05,
      "loss": 0.5651,
      "step": 50
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.5379061371841155,
      "eval_loss": 0.8309101462364197,
      "eval_runtime": 0.1032,
      "eval_samples_per_second": 2684.463,
      "eval_steps_per_second": 19.382,
      "step": 50
    },
    {
      "epoch": 6.0,
      "grad_norm": 3.098724603652954,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.4986,
      "step": 60
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.5126353790613718,
      "eval_loss": 0.9334157109260559,
      "eval_runtime": 0.095,
      "eval_samples_per_second": 2914.596,
      "eval_steps_per_second": 21.044,
      "step": 60
    },
    {
      "epoch": 6.0,
      "step": 60,
      "total_flos": 391780256993280.0,
      "train_loss": 0.6219117085138957,
      "train_runtime": 13.3103,
      "train_samples_per_second": 9353.64,
      "train_steps_per_second": 37.565
    }
  ],
  "logging_steps": 1,
  "max_steps": 500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 5
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 391780256993280.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}