Hugging Face's logo

Aspik101
/
ner_FT

Token Classification
Transformers
Safetensors
bert
Model card Files
xet
 Community
ner_FT
File size: 1,470 Bytes
8e3abe7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": null,
  "best_model_checkpoint": null,
  "epoch": 6.944444444444445,
  "eval_steps": 500,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.47,
      "learning_rate": 1.3069444444444446e-05,
      "loss": 0.0337,
      "step": 500
    },
    {
      "epoch": 3.47,
      "eval_accuracy": 0.9997195086900363,
      "eval_f1": 0.9970659339871015,
      "eval_loss": 0.0010710632195696235,
      "eval_precision": 0.9965583503025783,
      "eval_recall": 0.9975740349970572,
      "eval_runtime": 52.9895,
      "eval_samples_per_second": 74.203,
      "eval_steps_per_second": 1.17,
      "step": 500
    },
    {
      "epoch": 6.94,
      "learning_rate": 6.125000000000001e-06,
      "loss": 0.0006,
      "step": 1000
    },
    {
      "epoch": 6.94,
      "eval_accuracy": 0.9997527521045505,
      "eval_f1": 0.9976693319946933,
      "eval_loss": 0.0008877807413227856,
      "eval_precision": 0.9968186638388123,
      "eval_recall": 0.9985214532822302,
      "eval_runtime": 69.3048,
      "eval_samples_per_second": 56.735,
      "eval_steps_per_second": 0.895,
      "step": 1000
    }
  ],
  "logging_steps": 500,
  "max_steps": 1440,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.3191935457675504e+16,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}