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alimoabd2127
/
classifier-v2

Text Classification
ONNX
Safetensors
English
bert
Model card Files
xet
 Community
alimoabd2127 commited on
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1 Parent(s): 529591c

Uploaded model

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Files changed (7) hide show
  1. config.json +69 -0
  2. model.safetensors +3 -0
  3. onnx/model.onnx +3 -0
  4. special_tokens_map.json +37 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +56 -0
  7. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 384,
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+ "id2label": {
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+ "0": "MATH",
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+ "1": "COMPUTER_SCIENCE",
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+ "2": "ENGINEERING",
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+ "3": "PHYSICS",
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+ "4": "BIOLOGY",
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+ "5": "CHEMISTRY",
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+ "6": "HEALTH",
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+ "7": "PSYCHOLOGY",
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+ "8": "PHILOSOPHY",
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+ "9": "HISTORY",
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+ "10": "LAW",
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+ "11": "BUSINESS",
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+ "12": "ECONOMICS",
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+ "13": "COMMON_SENSE",
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+ "14": "REASONING",
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+ "15": "FACTUAL_RECALL",
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+ "16": "CREATIVE_WRITING",
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+ "17": "EMOTIONAL_INTELLIGENCE",
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+ "18": "TRANSLATION",
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+ "19": "TECHNICAL_EXPLANATION"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1536,
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+ "label2id": {
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+ "BIOLOGY": 4,
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+ "BUSINESS": 11,
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+ "CHEMISTRY": 5,
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+ "COMMON_SENSE": 13,
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+ "COMPUTER_SCIENCE": 1,
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+ "CREATIVE_WRITING": 16,
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+ "ECONOMICS": 12,
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+ "EMOTIONAL_INTELLIGENCE": 17,
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+ "ENGINEERING": 2,
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+ "FACTUAL_RECALL": 15,
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+ "HEALTH": 6,
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+ "HISTORY": 9,
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+ "LAW": 10,
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+ "MATH": 0,
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+ "PHILOSOPHY": 8,
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+ "PHYSICS": 3,
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+ "PSYCHOLOGY": 7,
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+ "REASONING": 14,
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+ "TECHNICAL_EXPLANATION": 19,
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+ "TRANSLATION": 18
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 6,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "problem_type": "single_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.53.1",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 30522
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+ }
model.safetensors ADDED
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+ size 90895680
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ "single_word": false
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "normalized": false,
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+ "single_word": false,
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+ "special": true
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+ "100": {
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+ "103": {
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "clean_up_tokenization_spaces": false,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": true,
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+ "extra_special_tokens": {},
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+ "mask_token": "[MASK]",
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+ "model_max_length": 512,
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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+ "strip_accents": null,
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+ "tokenize_chinese_chars": true,
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+ "tokenizer_class": "BertTokenizer",
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+ "unk_token": "[UNK]"
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+ }
vocab.txt ADDED
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