Hugging Face's logo

prithivMLmods
/
vit-mini-explicit-content

Image Classification
Transformers
Safetensors
English
vit
explicit-content-detection
mini
art
sensual-content-detection
Anime
Model card Files
xet
Community
vit-mini-explicit-content
File size: 1,922 Bytes
44cec11
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_global_step": 1800,
  "best_metric": 0.2879721522331238,
  "best_model_checkpoint": "siglip2-finetune-full/checkpoint-1800",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 1800,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.5555555555555556,
      "grad_norm": 2.6622252464294434,
      "learning_rate": 1.4857142857142858e-05,
      "loss": 0.6889,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.905307767125191,
      "eval_loss": 0.340586394071579,
      "eval_model_preparation_time": 0.0027,
      "eval_runtime": 495.4956,
      "eval_samples_per_second": 58.099,
      "eval_steps_per_second": 7.263,
      "step": 900
    },
    {
      "epoch": 1.1111111111111112,
      "grad_norm": 2.4411823749542236,
      "learning_rate": 9.142857142857144e-06,
      "loss": 0.3509,
      "step": 1000
    },
    {
      "epoch": 1.6666666666666665,
      "grad_norm": 3.061096429824829,
      "learning_rate": 3.428571428571429e-06,
      "loss": 0.2866,
      "step": 1500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.917118243712658,
      "eval_loss": 0.2879721522331238,
      "eval_model_preparation_time": 0.0027,
      "eval_runtime": 496.6254,
      "eval_samples_per_second": 57.967,
      "eval_steps_per_second": 7.247,
      "step": 1800
    }
  ],
  "logging_steps": 500,
  "max_steps": 1800,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 4.461798759897121e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}