Add files using upload-large-folder tool
Browse files- README.md +11 -0
- bert_base.safetensors +3 -0
- classifier_head.safetensors +3 -0
- config.json +56 -0
- confusion_matrix.png +0 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- vocab.txt +0 -0
README.md
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---
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language:
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- en
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base_model:
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- google-bert/bert-base-uncased
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tags:
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- token-classification
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---
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# aschaler/bert-bank-transaction-classification
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todo...
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bert_base.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:95902d9e23eef9beba8ce15f113b95cb8c711b77da12384bc896aee58c2e93ee
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size 435588744
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classifier_head.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fbabe69fd619289472b5e8769327e2b75b81d66607c1cbdeb9d5faa0f391e394
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size 2119304
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config.json
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{
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"architectures": [
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"BertForSeqClassificationMLPHead"
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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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"dtype": "float32",
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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": "Coffee",
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"1": "Credit Card",
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"2": "Gas",
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"3": "Groceries",
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"4": "Misc",
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"5": "Subscription",
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"6": "Mobile Phone",
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"7": "Rent - Mortgage",
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"8": "Restaurant",
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"9": "Student Loan",
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"10": "Utilities Electric",
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"11": "Home Internet",
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"12": "Utilities Water",
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"13": "Car Insurance"
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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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"Car Insurance": 13,
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"Coffee": 0,
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"Credit Card": 1,
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"Gas": 2,
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"Groceries": 3,
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"Home Internet": 11,
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"Misc": 4,
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"Mobile Phone": 6,
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"Rent - Mortgage": 7,
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"Restaurant": 8,
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"Student Loan": 9,
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"Subscription": 5,
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"Utilities Electric": 10,
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"Utilities Water": 12
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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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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.57.0",
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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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}
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confusion_matrix.png
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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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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"rstrip": false,
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"single_word": 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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"rstrip": 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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"content": "[SEP]",
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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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"103": {
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"content": "[MASK]",
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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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},
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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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}
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vocab.txt
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