dougtrajano
commited on
Commit
·
a49a044
1
Parent(s):
2b6befc
Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +40 -0
- last-checkpoint/config.json +40 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/pytorch_model.bin +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +7 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +16 -0
- last-checkpoint/trainer_state.json +40 -0
- last-checkpoint/training_args.bin +3 -0
- last-checkpoint/vocab.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +16 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
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checkpoint-*/
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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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"ToxicityTypeForSequenceClassification"
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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": "NOT-OFFENSIVE",
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"1": "OFFENSIVE"
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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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"NOT-OFFENSIVE": 0,
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"OFFENSIVE": 1
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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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"torch_dtype": "float32",
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"transformers_version": "4.26.0",
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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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last-checkpoint/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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"ToxicityTypeForSequenceClassification"
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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": "NOT-OFFENSIVE",
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"1": "OFFENSIVE"
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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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"NOT-OFFENSIVE": 0,
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"OFFENSIVE": 1
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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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"torch_dtype": "float32",
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"transformers_version": "4.26.0",
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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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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0493a4a8cf8f180df6b116380bce6423e3d594f2275ee32a0eca305f8e537b59
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size 871513885
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last-checkpoint/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3dc6ef3e060899ccdefbcdbd900ff6ba7ffdd8ca39c4e90b0b7bfcad9fde7ca5
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size 435769709
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:692f06c1d8ead0038ca37520dc292cc588c55b130ef4c1e037df3004fea5502f
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size 14503
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:74bb6545357b275e06db2c532a9dc172de544674f98c91ceb7511b4dba5bd269
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size 623
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last-checkpoint/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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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
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{
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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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"name_or_path": "neuralmind/bert-base-portuguese-cased",
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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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"special_tokens_map_file": "/root/.cache/huggingface/hub/models--neuralmind--bert-base-portuguese-cased/snapshots/94d69c95f98f7d5b2a8700c420230ae10def0baa/special_tokens_map.json",
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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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last-checkpoint/trainer_state.json
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{
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"best_metric": 0.846971473226303,
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"best_model_checkpoint": "./output/toxic-comment-classification-2023-02-12-03-38-39-438/model/checkpoint-1408",
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"epoch": 1.0,
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"global_step": 1408,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.36,
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"learning_rate": 3.217249581414747e-05,
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"loss": 0.4962,
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"step": 500
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},
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{
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"epoch": 0.71,
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"learning_rate": 3.1787104153700095e-05,
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"loss": 0.4422,
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"step": 1000
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8465608465608465,
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"eval_f1": 0.846971473226303,
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"eval_loss": 0.4196861684322357,
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"eval_precision": 0.8505491368402285,
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"eval_recall": 0.8465608465608465,
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"eval_runtime": 14.7315,
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"eval_samples_per_second": 218.104,
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"eval_steps_per_second": 27.288,
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"step": 1408
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}
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],
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"max_steps": 42240,
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"num_train_epochs": 30,
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"total_flos": 438284434908840.0,
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"trial_name": null,
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"trial_params": null
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}
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last-checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c07d398af21a16d9c74ceca38be74c689e7fefb963b4f8da37b6c49e55121eea
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size 3631
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last-checkpoint/vocab.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3dc6ef3e060899ccdefbcdbd900ff6ba7ffdd8ca39c4e90b0b7bfcad9fde7ca5
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size 435769709
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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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"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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"name_or_path": "neuralmind/bert-base-portuguese-cased",
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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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"special_tokens_map_file": "/root/.cache/huggingface/hub/models--neuralmind--bert-base-portuguese-cased/snapshots/94d69c95f98f7d5b2a8700c420230ae10def0baa/special_tokens_map.json",
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c07d398af21a16d9c74ceca38be74c689e7fefb963b4f8da37b6c49e55121eea
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size 3631
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vocab.txt
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