Hugging Face's logo

tonitt97
/
robertuito-finetuned-class

Text Classification
Transformers
Safetensors
roberta
Generated from Trainer
Inference Endpoints
Model card Files Community
robertuito-finetuned-class
File size: 1,818 Bytes 
59bf836
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.7347700085842469,
  "best_model_checkpoint": "robertuito-finetuned-class/run-2/checkpoint-1391",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 2782,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.36,
      "learning_rate": 5e-05,
      "loss": 0.0955,
      "step": 500
    },
    {
      "epoch": 0.72,
      "learning_rate": 5e-05,
      "loss": 0.1914,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7483922829581994,
      "eval_f1": 0.7347700085842469,
      "eval_loss": 2.130260705947876,
      "eval_recall": 0.7569745645507855,
      "eval_runtime": 2.6765,
      "eval_samples_per_second": 464.791,
      "eval_steps_per_second": 14.571,
      "step": 1391
    },
    {
      "epoch": 1.08,
      "learning_rate": 5e-05,
      "loss": 0.132,
      "step": 1500
    },
    {
      "epoch": 1.44,
      "learning_rate": 5e-05,
      "loss": 0.1005,
      "step": 2000
    },
    {
      "epoch": 1.8,
      "learning_rate": 5e-05,
      "loss": 0.124,
      "step": 2500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7009646302250804,
      "eval_f1": 0.6993935460471093,
      "eval_loss": 2.302142381668091,
      "eval_recall": 0.7212726944097146,
      "eval_runtime": 2.6927,
      "eval_samples_per_second": 461.986,
      "eval_steps_per_second": 14.483,
      "step": 2782
    }
  ],
  "logging_steps": 500,
  "max_steps": 2782,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "total_flos": 317966969208832.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.658861968938005e-05,
    "num_train_epochs": 2,
    "per_device_train_batch_size": 4,
    "seed": 17
  }
}