Hugging Face's logo

Sohaibsoussi
/
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: 2,025 Bytes 
bac7d69
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "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": 0.6438709677419355,
      "eval_loss": 0.24634820222854614,
      "eval_runtime": 1.9852,
      "eval_samples_per_second": 1561.588,
      "eval_steps_per_second": 32.743,
      "step": 318
    },
    {
      "epoch": 1.57,
      "grad_norm": 0.6095134615898132,
      "learning_rate": 1.685534591194969e-05,
      "loss": 0.396,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8406451612903226,
      "eval_loss": 0.107815682888031,
      "eval_runtime": 2.02,
      "eval_samples_per_second": 1534.621,
      "eval_steps_per_second": 32.178,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.886774193548387,
      "eval_loss": 0.065730981528759,
      "eval_runtime": 2.1527,
      "eval_samples_per_second": 1440.085,
      "eval_steps_per_second": 30.195,
      "step": 954
    },
    {
      "epoch": 3.14,
      "grad_norm": 0.4446919560432434,
      "learning_rate": 1.371069182389937e-05,
      "loss": 0.1256,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9067741935483871,
      "eval_loss": 0.047372784465551376,
      "eval_runtime": 2.1197,
      "eval_samples_per_second": 1462.502,
      "eval_steps_per_second": 30.665,
      "step": 1272
    },
    {
      "epoch": 4.72,
      "grad_norm": 0.3825507164001465,
      "learning_rate": 1.0566037735849058e-05,
      "loss": 0.0734,
      "step": 1500
    }
  ],
  "logging_steps": 500,
  "max_steps": 3180,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 391368939443328.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.7524264974224779,
    "num_train_epochs": 10,
    "temperature": 4
  }
}