Hugging Face's logo

timewanderer
/
distilbert-base-uncased-finetuned-clinc

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
distilbert-base-uncased-finetuned-clinc
File size: 1,906 Bytes 
af0291c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.1446540880503147,
  "eval_steps": 500,
  "global_step": 1000,
  "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": 0.25039198994636536,
      "eval_runtime": 5.4309,
      "eval_samples_per_second": 570.805,
      "eval_steps_per_second": 11.968,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 0.6028931736946106,
      "learning_rate": 1.606918238993711e-05,
      "loss": 0.3994,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.84,
      "eval_loss": 0.1111660972237587,
      "eval_runtime": 5.6573,
      "eval_samples_per_second": 547.968,
      "eval_steps_per_second": 11.49,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8896774193548387,
      "eval_loss": 0.06922899931669235,
      "eval_runtime": 5.4615,
      "eval_samples_per_second": 567.609,
      "eval_steps_per_second": 11.901,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 0.5288750529289246,
      "learning_rate": 1.2138364779874214e-05,
      "loss": 0.13,
      "step": 1000
    }
  ],
  "logging_steps": 500,
  "max_steps": 2544,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 296801013878124.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.5792410942392918,
    "num_train_epochs": 8,
    "temperature": 4
  }
}