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JeswinMS4
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quantized-scam-alert-mobile-bert

Text Classification
Transformers
ONNX
mobilebert
Inference Endpoints
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Files changed (7) hide show
  1. config.json +42 -0
  2. model_quantized.onnx +3 -0
  3. ort_config.json +33 -0
  4. special_tokens_map.json +37 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +59 -0
  7. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "/tmp/tmpfk49aaw9",
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+ "architectures": [
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+ "MobileBertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_activation": false,
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+ "classifier_dropout": null,
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+ "embedding_size": 128,
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+ "hidden_act": "relu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 512,
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+ "id2label": {
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+ "0": "NotDark",
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+ "1": "Dark"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 512,
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+ "intra_bottleneck_size": 128,
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+ "key_query_shared_bottleneck": true,
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+ "label2id": {
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+ "Dark": 1,
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+ "NotDark": 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": "mobilebert",
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+ "normalization_type": "no_norm",
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+ "num_attention_heads": 4,
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+ "num_feedforward_networks": 4,
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+ "num_hidden_layers": 24,
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+ "pad_token_id": 0,
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+ "problem_type": "single_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.41.1",
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+ "trigram_input": true,
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+ "true_hidden_size": 128,
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+ "type_vocab_size": 2,
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+ "use_bottleneck": true,
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+ "use_bottleneck_attention": false,
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+ "vocab_size": 30522
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+ }
model_quantized.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a6c25ff81f0a072cbbf85d9fb163925f13b95383c2826692a936fd51758c6e37
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+ size 26591071
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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+ }
special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "single_word": false
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+ "mask_token": {
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+ "content": "[MASK]",
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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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+ "pad_token": {
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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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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "unk_token": {
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+ "content": "[UNK]",
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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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+ }
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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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+ "lstrip": false,
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+ "normalized": false,
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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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+ "normalized": false,
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+ "special": true
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+ },
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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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+ "special": true
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+ },
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+ "103": {
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+ "content": "[MASK]",
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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_lower_case": true,
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+ "mask_token": "[MASK]",
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+ "max_length": null,
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_to_multiple_of": null,
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+ "pad_token": "[PAD]",
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+ "pad_token_type_id": 0,
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+ "padding_side": "right",
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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": "MobileBertTokenizer",
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+ "unk_token": "[UNK]"
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+ }
vocab.txt ADDED
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