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Browse files- lener_bert/.gitattributes +35 -0
- lener_bert/README.md +56 -0
- lener_bert/config.json +61 -0
- lener_bert/special_tokens_map.json +7 -0
- lener_bert/tf_model.h5 +3 -0
- lener_bert/tokenizer.json +0 -0
- lener_bert/tokenizer_config.json +15 -0
- lener_bert/vocab.txt +0 -0
lener_bert/.gitattributes
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lener_bert/README.md
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---
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license: mit
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base_model: neuralmind/bert-base-portuguese-cased
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tags:
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- generated_from_keras_callback
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model-index:
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- name: gioandrade/lener_bert
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# gioandrade/lener_bert
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This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.0111
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- Validation Loss: 0.1142
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- Epoch: 2
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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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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 11742, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 0.0895 | 0.1173 | 0 |
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| 0.0211 | 0.1138 | 1 |
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| 0.0111 | 0.1142 | 2 |
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### Framework versions
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- Transformers 4.33.2
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- TensorFlow 2.13.0
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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lener_bert/config.json
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{
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"_name_or_path": "neuralmind/bert-base-portuguese-cased",
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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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"directionality": "bidi",
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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-PESSOA",
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"2": "I-PESSOA",
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"3": "B-JURISPRUDENCIA",
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"4": "B-LEGISLACAO",
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"5": "B-TEMPO",
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"6": "B-LOCAL",
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"7": "I-LOCAL",
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"8": "I-LEGISLACAO",
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"9": "B-ORGANIZACAO",
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"10": "I-ORGANIZACAO",
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"11": "I-JURISPRUDENCIA",
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"12": "I-TEMPO"
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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-JURISPRUDENCIA": 3,
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"B-LEGISLACAO": 4,
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"B-LOCAL": 6,
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"B-ORGANIZACAO": 9,
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"B-PESSOA": 1,
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"B-TEMPO": 5,
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"I-JURISPRUDENCIA": 11,
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"I-LEGISLACAO": 8,
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"I-LOCAL": 7,
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"I-ORGANIZACAO": 10,
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"I-PESSOA": 2,
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"I-TEMPO": 12,
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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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"transformers_version": "4.33.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 29794
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}
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lener_bert/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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lener_bert/tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:646410f0d77b7139109a404a5325601237486fe36134c59489dadfc8777d6584
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size 433655804
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lener_bert/tokenizer.json
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lener_bert/tokenizer_config.json
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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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"model_max_length": 1000000000000000019884624838656,
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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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"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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lener_bert/vocab.txt
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