Hugging Face's logo

AlienKevin
/
electra-hongkongese-base-hkcancor-multi

Token Classification
Transformers
TensorBoard
Safetensors
electra
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
electra-hongkongese-base-hkcancor-multi
File size: 2,556 Bytes 
d324f35
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 4611,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.32530904359141183,
      "grad_norm": 0.15404251217842102,
      "learning_rate": 4.4578182606809806e-05,
      "loss": 0.1784,
      "step": 500
    },
    {
      "epoch": 0.6506180871828237,
      "grad_norm": 2.4227497577667236,
      "learning_rate": 3.91563652136196e-05,
      "loss": 0.066,
      "step": 1000
    },
    {
      "epoch": 0.9759271307742355,
      "grad_norm": 0.6973606944084167,
      "learning_rate": 3.3734547820429406e-05,
      "loss": 0.0509,
      "step": 1500
    },
    {
      "epoch": 1.3012361743656473,
      "grad_norm": 1.776681661605835,
      "learning_rate": 2.8312730427239213e-05,
      "loss": 0.0317,
      "step": 2000
    },
    {
      "epoch": 1.6265452179570592,
      "grad_norm": 0.15773124992847443,
      "learning_rate": 2.2890913034049014e-05,
      "loss": 0.0287,
      "step": 2500
    },
    {
      "epoch": 1.951854261548471,
      "grad_norm": 1.2555632591247559,
      "learning_rate": 1.7469095640858817e-05,
      "loss": 0.0275,
      "step": 3000
    },
    {
      "epoch": 2.277163305139883,
      "grad_norm": 0.9678168892860413,
      "learning_rate": 1.204727824766862e-05,
      "loss": 0.017,
      "step": 3500
    },
    {
      "epoch": 2.6024723487312946,
      "grad_norm": 2.6904122829437256,
      "learning_rate": 6.625460854478421e-06,
      "loss": 0.0152,
      "step": 4000
    },
    {
      "epoch": 2.9277813923227067,
      "grad_norm": 0.2644204795360565,
      "learning_rate": 1.203643461288224e-06,
      "loss": 0.0137,
      "step": 4500
    },
    {
      "epoch": 3.0,
      "step": 4611,
      "total_flos": 636219092647632.0,
      "train_loss": 0.0468716327964652,
      "train_runtime": 1411.2933,
      "train_samples_per_second": 26.125,
      "train_steps_per_second": 3.267
    }
  ],
  "logging_steps": 500,
  "max_steps": 4611,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 636219092647632.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}