End of training
Browse files- README.md +47 -0
- config.json +38 -0
- model.safetensors +3 -0
- runs/Jan23_04-45-04_2e115f9ade32/events.out.tfevents.1737607505.2e115f9ade32.203.1 +3 -0
- runs/Jan23_04-52-02_2e115f9ade32/events.out.tfevents.1737607925.2e115f9ade32.203.2 +3 -0
- runs/Jan23_05-34-21_2e115f9ade32/events.out.tfevents.1737610462.2e115f9ade32.203.3 +3 -0
- runs/Jan23_06-17-33_2e115f9ade32/events.out.tfevents.1737613054.2e115f9ade32.203.4 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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library_name: transformers
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tags:
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- generated_from_trainer
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model-index:
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- name: distilbert-base-uncased-ner-finer
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# distilbert-base-uncased-ner-finer
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This model was trained from scratch on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Framework versions
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- Transformers 4.47.1
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- Pytorch 2.5.1+cu121
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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config.json
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{
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"_name_or_path": "/content/drive/MyDrive/finer/distilbert-base-uncased-ner-finer",
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"activation": "gelu",
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"architectures": [
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"DistilBertForTokenClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "O",
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"1": "I-DebtInstrumentInterestRateStatedPercentage",
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"2": "I-LineOfCreditFacilityMaximumBorrowingCapacity",
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"3": "I-DebtInstrumentBasisSpreadOnVariableRate1",
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"4": "I-DebtInstrumentFaceAmount"
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},
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"initializer_range": 0.02,
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"label2id": {
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"I-DebtInstrumentBasisSpreadOnVariableRate1": 3,
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"I-DebtInstrumentFaceAmount": 4,
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"I-DebtInstrumentInterestRateStatedPercentage": 1,
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"I-LineOfCreditFacilityMaximumBorrowingCapacity": 2,
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"O": 0
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.47.1",
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"vocab_size": 30522
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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runs/Jan23_04-45-04_2e115f9ade32/events.out.tfevents.1737607505.2e115f9ade32.203.1
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runs/Jan23_04-52-02_2e115f9ade32/events.out.tfevents.1737607925.2e115f9ade32.203.2
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runs/Jan23_05-34-21_2e115f9ade32/events.out.tfevents.1737610462.2e115f9ade32.203.3
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runs/Jan23_06-17-33_2e115f9ade32/events.out.tfevents.1737613054.2e115f9ade32.203.4
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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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"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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"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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"special": true
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"103": {
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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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}
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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": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:27b6488668f0d39f718062f67a24760da32c484bed57f05acab382129657be76
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size 5432
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vocab.txt
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