Hugging Face's logo

Hartunka
/
tiny_bert_km_10_v2_cola

Text Classification
Transformers
TensorBoard
Safetensors
English
distilbert
Generated from Trainer
Eval Results (legacy)
text-embeddings-inference
Model card Files
xet
Metrics Community
tiny_bert_km_10_v2_cola
File size: 3,934 Bytes
7d408f7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_global_step": 34,
  "best_metric": 0.622419536113739,
  "best_model_checkpoint": "tiny_bert_km_10_v2_cola/checkpoint-34",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 204,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.6918684244155884,
      "learning_rate": 4.9e-05,
      "loss": 0.6217,
      "step": 34
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6912751793861389,
      "eval_loss": 0.622419536113739,
      "eval_matthews_correlation": 0.0,
      "eval_runtime": 0.3489,
      "eval_samples_per_second": 2989.274,
      "eval_steps_per_second": 14.33,
      "step": 34
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.9699868559837341,
      "learning_rate": 4.8e-05,
      "loss": 0.6029,
      "step": 68
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6912751793861389,
      "eval_loss": 0.6245683431625366,
      "eval_matthews_correlation": 0.0,
      "eval_runtime": 0.361,
      "eval_samples_per_second": 2889.026,
      "eval_steps_per_second": 13.85,
      "step": 68
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.235334038734436,
      "learning_rate": 4.7e-05,
      "loss": 0.5867,
      "step": 102
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6864812970161438,
      "eval_loss": 0.6235543489456177,
      "eval_matthews_correlation": 0.006434621036303265,
      "eval_runtime": 0.33,
      "eval_samples_per_second": 3160.216,
      "eval_steps_per_second": 15.15,
      "step": 102
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.5698190927505493,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.5567,
      "step": 136
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6634707450866699,
      "eval_loss": 0.642329752445221,
      "eval_matthews_correlation": 0.053932562872819126,
      "eval_runtime": 0.3392,
      "eval_samples_per_second": 3074.445,
      "eval_steps_per_second": 14.738,
      "step": 136
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.029982089996338,
      "learning_rate": 4.5e-05,
      "loss": 0.5108,
      "step": 170
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.665388286113739,
      "eval_loss": 0.6568330526351929,
      "eval_matthews_correlation": 0.07044477018230917,
      "eval_runtime": 0.3458,
      "eval_samples_per_second": 3015.902,
      "eval_steps_per_second": 14.458,
      "step": 170
    },
    {
      "epoch": 6.0,
      "grad_norm": 3.075061798095703,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.4644,
      "step": 204
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6558005809783936,
      "eval_loss": 0.7074902653694153,
      "eval_matthews_correlation": 0.07964656167895688,
      "eval_runtime": 0.3314,
      "eval_samples_per_second": 3147.486,
      "eval_steps_per_second": 15.089,
      "step": 204
    },
    {
      "epoch": 6.0,
      "step": 204,
      "total_flos": 1345426898614272.0,
      "train_loss": 0.557197608199774,
      "train_runtime": 33.5799,
      "train_samples_per_second": 12732.306,
      "train_steps_per_second": 50.625
    }
  ],
  "logging_steps": 1,
  "max_steps": 1700,
  "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": 1345426898614272.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}