Hugging Face's logo

joseph10
/
distilbert-hate_speech18

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
distilbert-hate_speech18
File size: 1,430 Bytes 
ae8a810
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.8596892138939671,
  "best_model_checkpoint": "distilbert-hate_speech18\\run-0\\checkpoint-480",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 480,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 1.200932249944345e-06,
      "loss": 0.3542,
      "step": 240
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8555758683729433,
      "eval_loss": 0.34542378783226013,
      "eval_runtime": 27.8228,
      "eval_samples_per_second": 78.641,
      "eval_steps_per_second": 2.48,
      "step": 240
    },
    {
      "epoch": 2.0,
      "learning_rate": 9.607457999554758e-07,
      "loss": 0.3426,
      "step": 480
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8596892138939671,
      "eval_loss": 0.34202685952186584,
      "eval_runtime": 27.8449,
      "eval_samples_per_second": 78.578,
      "eval_steps_per_second": 2.478,
      "step": 480
    }
  ],
  "logging_steps": 500,
  "max_steps": 1440,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 328019606410944.0,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.2937223587192618,
    "learning_rate": 1.441118699933214e-06,
    "num_train_epochs": 6,
    "per_device_eval_batch_size": 32,
    "per_device_train_batch_size": 32,
    "temperature": 22
  }
}