Hugging Face's logo

backzone1
/
FI-Chat-Classify

Text Classification
PyTorch
Thai
deberta-v2
thai
fine-tuned
custom-model
Model card Files
xet
Community
6
FI-Chat-Classify
File size: 3,842 Bytes 
91a52c5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 176,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.22727272727272727,
      "grad_norm": 8.667610168457031,
      "learning_rate": 1.9181818181818183e-05,
      "loss": 0.5911,
      "step": 10
    },
    {
      "epoch": 0.45454545454545453,
      "grad_norm": 6.615207672119141,
      "learning_rate": 1.8272727272727275e-05,
      "loss": 0.464,
      "step": 20
    },
    {
      "epoch": 0.6818181818181818,
      "grad_norm": 13.182315826416016,
      "learning_rate": 1.7363636363636363e-05,
      "loss": 0.3223,
      "step": 30
    },
    {
      "epoch": 0.9090909090909091,
      "grad_norm": 8.283531188964844,
      "learning_rate": 1.6454545454545455e-05,
      "loss": 0.2932,
      "step": 40
    },
    {
      "epoch": 1.1363636363636362,
      "grad_norm": 2.350064277648926,
      "learning_rate": 1.5545454545454547e-05,
      "loss": 0.3104,
      "step": 50
    },
    {
      "epoch": 1.3636363636363638,
      "grad_norm": 1.3099472522735596,
      "learning_rate": 1.4636363636363637e-05,
      "loss": 0.2794,
      "step": 60
    },
    {
      "epoch": 1.5909090909090908,
      "grad_norm": 0.701838493347168,
      "learning_rate": 1.3727272727272729e-05,
      "loss": 0.1536,
      "step": 70
    },
    {
      "epoch": 1.8181818181818183,
      "grad_norm": 0.7129743695259094,
      "learning_rate": 1.281818181818182e-05,
      "loss": 0.2083,
      "step": 80
    },
    {
      "epoch": 2.0454545454545454,
      "grad_norm": 5.099246025085449,
      "learning_rate": 1.190909090909091e-05,
      "loss": 0.1498,
      "step": 90
    },
    {
      "epoch": 2.2727272727272725,
      "grad_norm": 25.056194305419922,
      "learning_rate": 1.1000000000000001e-05,
      "loss": 0.2337,
      "step": 100
    },
    {
      "epoch": 2.5,
      "grad_norm": 27.893611907958984,
      "learning_rate": 1.0090909090909092e-05,
      "loss": 0.1566,
      "step": 110
    },
    {
      "epoch": 2.7272727272727275,
      "grad_norm": 0.9230498671531677,
      "learning_rate": 9.181818181818184e-06,
      "loss": 0.1208,
      "step": 120
    },
    {
      "epoch": 2.9545454545454546,
      "grad_norm": 0.20559445023536682,
      "learning_rate": 8.272727272727274e-06,
      "loss": 0.2526,
      "step": 130
    },
    {
      "epoch": 3.1818181818181817,
      "grad_norm": 8.288787841796875,
      "learning_rate": 7.363636363636364e-06,
      "loss": 0.1241,
      "step": 140
    },
    {
      "epoch": 3.409090909090909,
      "grad_norm": 0.2578887343406677,
      "learning_rate": 6.454545454545456e-06,
      "loss": 0.1863,
      "step": 150
    },
    {
      "epoch": 3.6363636363636362,
      "grad_norm": 0.26157981157302856,
      "learning_rate": 5.545454545454546e-06,
      "loss": 0.1131,
      "step": 160
    },
    {
      "epoch": 3.8636363636363638,
      "grad_norm": 10.041345596313477,
      "learning_rate": 4.636363636363636e-06,
      "loss": 0.1458,
      "step": 170
    }
  ],
  "logging_steps": 10,
  "max_steps": 220,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 99723447817788.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}