Hugging Face's logo

adaptive-classifier
/
document-quality

Text Classification
Safetensors
multilingual
adaptive-classifier
continuous-learning
Model card Files
xet
Community
document-quality
File size: 1,287 Bytes 
4a4dd57
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b4dbfbd
 
4a4dd57
 
b4dbfbd
 
4a4dd57
 
3357f56
 
 
 
 
4a4dd57
 
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
 
{
  "config": {
    "batch_size": 16,
    "cost_coefficients": {},
    "cost_function_type": "separable",
    "device_map": "auto",
    "early_stopping_patience": 3,
    "enable_strategic_mode": false,
    "epochs": 10,
    "ewc_lambda": 100.0,
    "gradient_checkpointing": false,
    "learning_rate": 2e-05,
    "max_examples_per_class": 150,
    "max_length": 512,
    "min_confidence": 0.1,
    "min_examples_per_class": 3,
    "neural_weight": 0.4,
    "num_representative_examples": 5,
    "prototype_update_frequency": 10,
    "prototype_weight": 0.6,
    "quantization": null,
    "similarity_threshold": 0.7,
    "strategic_blend_regular_weight": 0.6,
    "strategic_blend_strategic_weight": 0.4,
    "strategic_lambda": 0.1,
    "strategic_prediction_head_weight": 0.5,
    "strategic_prediction_proto_weight": 0.5,
    "strategic_robust_head_weight": 0.2,
    "strategic_robust_proto_weight": 0.8,
    "strategic_training_frequency": 10,
    "warmup_steps": 0
  },
  "embedding_dim": 768,
  "id_to_label": {
    "0": "poor_quality",
    "1": "high_quality"
  },
  "label_to_id": {
    "high_quality": 1,
    "poor_quality": 0
  },
  "model_name": "answerdotai/ModernBERT-base",
  "train_steps": 6,
  "training_history": {
    "high_quality": 100,
    "poor_quality": 100
  }
}