Hugging Face's logo

SamanthaStorm
/
fallacyfinder

Text Classification
Transformers
Safetensors
English
distilbert
fallacy-detection
logical-fallacies
argument-analysis
nlp
Eval Results
Model card Files Community
fallacyfinder
File size: 2,163 Bytes 
9e2df92
 
 
 
 
 
447c094
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9e2df92
 
 
 
447c094
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9e2df92
 
 
447c094
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9e2df92
 
 
 
 
 
 
 
 
 
447c094
 
 
 
 
 
9e2df92
 
 
 
447c094
 
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
80
81
82
83
84
85
86
87
88
89
90
91
92
93
 
{
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "custom_metadata": {
    "average_confidence": 0.982,
    "creation_date": "2024",
    "fallacy_types": [
      "ad_hominem",
      "appeal_to_authority",
      "appeal_to_emotion",
      "cherry_picking",
      "darvo",
      "false_dichotomy",
      "gaslighting",
      "gish_gallop",
      "kafkatrapping",
      "motte_and_bailey",
      "moving_goalposts",
      "no_fallacy",
      "sealioning",
      "slippery_slope",
      "strawman",
      "whataboutism"
    ],
    "model_version": "1.0.0",
    "test_accuracy": 1.0,
    "training_dataset_size": 3200,
    "training_framework": "transformers"
  },
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "ad_hominem",
    "1": "appeal_to_authority",
    "2": "appeal_to_emotion",
    "3": "cherry_picking",
    "4": "darvo",
    "5": "false_dichotomy",
    "6": "gaslighting",
    "7": "gish_gallop",
    "8": "kafkatrapping",
    "9": "motte_and_bailey",
    "10": "moving_goalposts",
    "11": "no_fallacy",
    "12": "sealioning",
    "13": "slippery_slope",
    "14": "strawman",
    "15": "whataboutism"
  },
  "initializer_range": 0.02,
  "label2id": {
    "ad_hominem": 0,
    "appeal_to_authority": 1,
    "appeal_to_emotion": 2,
    "cherry_picking": 3,
    "darvo": 4,
    "false_dichotomy": 5,
    "gaslighting": 6,
    "gish_gallop": 7,
    "kafkatrapping": 8,
    "motte_and_bailey": 9,
    "moving_goalposts": 10,
    "no_fallacy": 11,
    "sealioning": 12,
    "slippery_slope": 13,
    "strawman": 14,
    "whataboutism": 15
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "task_specific_params": {
    "text-classification": {
      "num_labels": 16,
      "problem_type": "single_label_classification"
    }
  },
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.53.0",
  "vocab_size": 30522
}