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codewithkyrian
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bert-large-uncased_med-ner

Token Classification
ONNX
Transformers PHP
bert
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  1. config.json +55 -0
  2. onnx/model.onnx +3 -0
  3. onnx/model_quantized.onnx +3 -0
  4. ort_config.json +33 -0
  5. special_tokens_map.json +37 -0
  6. tokenizer.json +0 -0
  7. tokenizer_config.json +57 -0
  8. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "onnx",
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+ "architectures": [
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+ "BertForTokenClassification"
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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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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 1024,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-m",
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+ "2": "B-mo",
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+ "3": "B-do",
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+ "4": "I-do",
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+ "5": "B-r",
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+ "6": "I-f",
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+ "7": "I-mo",
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+ "8": "B-du",
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+ "9": "I-r",
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+ "10": "I-du",
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+ "11": "I-m",
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+ "12": "B-f"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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+ "label2id": {
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+ "B-do": 3,
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+ "B-du": 8,
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+ "B-f": 12,
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+ "B-m": 1,
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+ "B-mo": 2,
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+ "B-r": 5,
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+ "I-do": 4,
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+ "I-du": 10,
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+ "I-f": 6,
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+ "I-m": 11,
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+ "I-mo": 7,
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+ "I-r": 9,
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+ "O": 0
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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": 16,
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+ "num_hidden_layers": 24,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "transformers_version": "4.44.2",
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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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+ }
onnx/model.onnx ADDED
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onnx/model_quantized.onnx ADDED
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ort_config.json ADDED
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+ {
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+ "one_external_file": true,
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+ "opset": null,
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+ "optimization": {},
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+ "quantization": {
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+ "activations_dtype": "QUInt8",
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+ "activations_symmetric": false,
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+ "format": "QOperator",
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+ "is_static": false,
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+ "mode": "IntegerOps",
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+ "nodes_to_exclude": [],
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+ "nodes_to_quantize": [],
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+ "operators_to_quantize": [
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+ "Conv",
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+ "MatMul",
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+ "Attention",
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+ "LSTM",
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+ "Gather",
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+ "Transpose",
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+ "EmbedLayerNormalization"
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+ ],
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+ "per_channel": false,
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+ "weights_dtype": "QInt8",
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+ },
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+ }
special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ "lstrip": false,
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+ "normalized": 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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+ "0": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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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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+ "100": {
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+ "content": "[UNK]",
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+ "special": true
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+ },
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+ "101": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "102": {
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+ "special": true
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+ },
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+ "103": {
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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": true,
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+ "cls_token": "[CLS]",
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+ "do_basic_tokenize": true,
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+ "do_lower_case": true,
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+ "mask_token": "[MASK]",
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+ "model_max_length": 512,
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+ "never_split": null,
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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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