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bert-base-NER-onnx-quantized-int8

ONNX
bert
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  1. onnx/config.json +48 -0
  2. onnx/model.onnx +3 -0
  3. onnx/model_quantized.onnx +3 -0
  4. onnx/ort_config.json +33 -0
  5. onnx/special_tokens_map.json +37 -0
  6. onnx/tokenizer.json +0 -0
  7. onnx/tokenizer_config.json +62 -0
  8. onnx/vocab.txt +0 -0
onnx/config.json ADDED
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+ {
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+ "_name_or_path": "locals\\bert-base-NER",
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+ "_num_labels": 9,
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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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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-MISC",
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+ "2": "I-MISC",
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+ "3": "B-PER",
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+ "4": "I-PER",
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+ "5": "B-ORG",
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+ "6": "I-ORG",
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+ "7": "B-LOC",
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+ "8": "I-LOC"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "B-LOC": 7,
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+ "B-MISC": 1,
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+ "B-ORG": 5,
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+ "B-PER": 3,
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+ "I-LOC": 8,
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+ "I-MISC": 2,
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+ "I-ORG": 6,
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+ "I-PER": 4,
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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": 12,
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+ "num_hidden_layers": 12,
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+ "output_past": true,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "transformers_version": "4.43.4",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 28996
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+ }
onnx/model.onnx ADDED
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+ size 431172620
onnx/model_quantized.onnx ADDED
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onnx/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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+ "qdq_add_pair_to_weight": false,
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+ "qdq_dedicated_pair": false,
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+ "qdq_op_type_per_channel_support_to_axis": {
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+ "MatMul": 1
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+ },
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+ "reduce_range": false,
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+ "weights_dtype": "QInt8",
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+ "weights_symmetric": true
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+ },
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+ "use_external_data_format": false
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+ }
onnx/special_tokens_map.json ADDED
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+ {
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+ "lstrip": false,
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+ "normalized": false,
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+ "single_word": false
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+ }
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+ }
onnx/tokenizer.json ADDED
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onnx/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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+ "special": true
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+ "special": true
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+ "102": {
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+ "content": "[SEP]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "single_word": false,
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+ "special": true
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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": true,
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+ "cls_token": "[CLS]",
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+ "do_basic_tokenize": true,
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+ "do_lower_case": false,
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+ "mask_token": "[MASK]",
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+ "max_len": 512,
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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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+ "stride": 0,
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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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+ "truncation_side": "right",
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+ "truncation_strategy": "longest_first",
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+ "unk_token": "[UNK]"
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+ }
onnx/vocab.txt ADDED
The diff for this file is too large to render. See raw diff