Hugging Face's logo

hndc
/
distilbert-base-uncased-finetuned-clinic

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
distilbert-base-uncased-finetuned-clinic
File size: 1,910 Bytes 
c18cdd0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.716981132075472,
  "eval_steps": 500,
  "global_step": 1500,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6267741935483871,
      "eval_loss": 0.19981417059898376,
      "eval_runtime": 5.7251,
      "eval_samples_per_second": 541.471,
      "eval_steps_per_second": 11.353,
      "step": 318
    },
    {
      "epoch": 1.57,
      "learning_rate": 1.685534591194969e-05,
      "loss": 0.324,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8287096774193549,
      "eval_loss": 0.09645497798919678,
      "eval_runtime": 5.9908,
      "eval_samples_per_second": 517.464,
      "eval_steps_per_second": 10.85,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8841935483870967,
      "eval_loss": 0.061595458537340164,
      "eval_runtime": 5.711,
      "eval_samples_per_second": 542.813,
      "eval_steps_per_second": 11.382,
      "step": 954
    },
    {
      "epoch": 3.14,
      "learning_rate": 1.371069182389937e-05,
      "loss": 0.1107,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9035483870967742,
      "eval_loss": 0.046646881848573685,
      "eval_runtime": 5.7075,
      "eval_samples_per_second": 543.147,
      "eval_steps_per_second": 11.389,
      "step": 1272
    },
    {
      "epoch": 4.72,
      "learning_rate": 1.0566037735849058e-05,
      "loss": 0.0692,
      "step": 1500
    }
  ],
  "logging_steps": 500,
  "max_steps": 3180,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 390310534917408.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.924670627776918,
    "num_train_epochs": 10,
    "temperature": 10
  }
}