first

config.json

@@ -0,0 +1,71 @@
+{
+ "_name_or_path": "/content/google/mobilebert-uncased/",
+ "architectures": [
+ "MobileBertForSequenceClassification"
+ ],
+ "attention_probs_dropout_prob": 0.1,
+ "classifier_activation": false,
+ "classifier_dropout": null,
+ "embedding_size": 128,
+ "hidden_act": "relu",
+ "hidden_dropout_prob": 0.0,
+ "hidden_size": 512,
+ "id2label": {
+ "0": "CC Expiration",
+ "1": "CC Expiration Month",
+ "2": "CC Expiration Year",
+ "3": "CC Name",
+ "4": "CC Number",
+ "5": "CC Payment Type",
+ "6": "CC Security Code",
+ "7": "CC Type",
+ "8": "Confirm Password",
+ "9": "Email",
+ "10": "First Name",
+ "11": "Form",
+ "12": "Last Name",
+ "13": "New Password",
+ "14": "Other",
+ "15": "Phone",
+ "16": "Zip Code"
+ },
+ "initializer_range": 0.02,
+ "intermediate_size": 512,
+ "intra_bottleneck_size": 128,
+ "key_query_shared_bottleneck": true,
+ "label2id": {
+ "CC Expiration": 0,
+ "CC Expiration Month": 1,
+ "CC Expiration Year": 2,
+ "CC Name": 3,
+ "CC Number": 4,
+ "CC Payment Type": 5,
+ "CC Security Code": 6,
+ "CC Type": 7,
+ "Confirm Password": 8,
+ "Email": 9,
+ "First Name": 10,
+ "Form": 11,
+ "Last Name": 12,
+ "New Password": 13,
+ "Other": 14,
+ "Phone": 15,
+ "Zip Code": 16
+ },
+ "layer_norm_eps": 1e-12,
+ "max_position_embeddings": 512,
+ "model_type": "mobilebert",
+ "normalization_type": "no_norm",
+ "num_attention_heads": 4,
+ "num_feedforward_networks": 4,
+ "num_hidden_layers": 24,
+ "pad_token_id": 0,
+ "problem_type": "single_label_classification",
+ "transformers_version": "4.44.2",
+ "trigram_input": true,
+ "true_hidden_size": 128,
+ "type_vocab_size": 2,
+ "use_bottleneck": true,
+ "use_bottleneck_attention": false,
+ "vocab_size": 30522
+}

model.safetensors

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+size 98500900

onnx/model_quantized.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d6297e6e58a4c1682a88f47154db3c528b61d773fb5764e051d2c79527b2a875
+size 26510183

quantize_config.json

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+{
+ "per_channel": false,
+ "reduce_range": true,
+ "per_model_config": {
+ "model": {
+ "op_types": [
+ "Relu",
+ "ConstantOfShape",
+ "Softmax",
+ "Gather",
+ "Div",
+ "MatMul",
+ "Add",
+ "Mul",
+ "Reshape",
+ "Cast",
+ "Gemm",
+ "Transpose",
+ "Constant",
+ "Shape",
+ "Slice",
+ "Pad",
+ "Unsqueeze",
+ "Concat",
+ "Sub",
+ "Identity"
+ ],
+ "weight_type": "QInt8"
+ }
+ }
+}

special_tokens_map.json

@@ -0,0 +1,37 @@
+{
+ "cls_token": {
+ "content": "[CLS]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "mask_token": {
+ "content": "[MASK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "pad_token": {
+ "content": "[PAD]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "sep_token": {
+ "content": "[SEP]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "unk_token": {
+ "content": "[UNK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ }
+}

tokenizer_config.json

@@ -0,0 +1,59 @@
+{
+ "added_tokens_decoder": {
+ "0": {
+ "content": "[PAD]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "100": {
+ "content": "[UNK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "101": {
+ "content": "[CLS]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "102": {
+ "content": "[SEP]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "103": {
+ "content": "[MASK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ }
+ },
+ "clean_up_tokenization_spaces": true,
+ "cls_token": "[CLS]",
+ "do_lower_case": true,
+ "mask_token": "[MASK]",
+ "max_length": 512,
+ "model_max_length": 1000000000000000019884624838656,
+ "pad_token": "[PAD]",
+ "sep_token": "[SEP]",
+ "stride": 0,
+ "strip_accents": null,
+ "tokenize_chinese_chars": true,
+ "tokenizer_class": "MobileBertTokenizer",
+ "truncation_side": "right",
+ "truncation_strategy": "longest_first",
+ "unk_token": "[UNK]"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b7680c119d9c958c37db00490731d92512d729e3c266e211ab88eac5b7eee8c5
+size 5176