Text Classification
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
text-embeddings-inference
Instructions to use fredymad/bert_Pfinal_4CLASES_2e-5_16_2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fredymad/bert_Pfinal_4CLASES_2e-5_16_2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="fredymad/bert_Pfinal_4CLASES_2e-5_16_2")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("fredymad/bert_Pfinal_4CLASES_2e-5_16_2") model = AutoModelForSequenceClassification.from_pretrained("fredymad/bert_Pfinal_4CLASES_2e-5_16_2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +40 -0
- pytorch_model.bin +3 -0
- runs/Jun02_09-59-35_63a10f89ad87/1685699980.9612465/events.out.tfevents.1685699980.63a10f89ad87.994.3 +3 -0
- runs/Jun02_09-59-35_63a10f89ad87/events.out.tfevents.1685699980.63a10f89ad87.994.2 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -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": "dccuchile/bert-base-spanish-wwm-cased",
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"architectures": [
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"BertForSequenceClassification"
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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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"gradient_checkpointing": false,
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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": "NO",
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"1": "OFP",
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"2": "NOM",
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"3": "OFG"
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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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"NO": 0,
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"NOM": 2,
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"OFG": 3,
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"OFP": 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": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.28.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 31002
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:97a83ccc043a0a3af1c4786ce6c0cf4ba7f8e5cf771388db401b2d21356a632b
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size 439488629
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runs/Jun02_09-59-35_63a10f89ad87/1685699980.9612465/events.out.tfevents.1685699980.63a10f89ad87.994.3
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version https://git-lfs.github.com/spec/v1
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oid sha256:a3593042bcc435e5732f0c79df118654339444c3d5b3d43f90102426acddeadf
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size 5909
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runs/Jun02_09-59-35_63a10f89ad87/events.out.tfevents.1685699980.63a10f89ad87.994.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf18e1a718fd94e282ed886471809331d711f57ff6197b0a653d29b5409a5288
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size 4705
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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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"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": 512,
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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": false,
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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 sha256:0d31ed609ba76a59709f089644ce820b3f32d1aac00d6899848a919f9a058904
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size 3643
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vocab.txt
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