Distilbert Portuguese Cased

🚀 DistilBERT Portuguese Cased

This model is distilled from BERTimbau, offering a more lightweight alternative while maintaining high performance in Portuguese language tasks.

🚀 Quick Start

This model was distilled from BERTimbau.

💻 Usage Examples

Basic Usage

from transformers import AutoTokenizer  # Or BertTokenizer
from transformers import AutoModelForPreTraining  # Or BertForPreTraining for loading pretraining heads
from transformers import AutoModel  # or BertModel, for BERT without pretraining heads
model = AutoModelForPreTraining.from_pretrained('adalbertojunior/distilbert-portuguese-cased')
tokenizer = AutoTokenizer.from_pretrained('adalbertojunior/distilbert-portuguese-cased', do_lower_case=False)

You should fine tune it on your own data.

Performance

It can achieve accuracy up to 99% relative to the original BERTimbau in some tasks.

📄 License

@misc {adalberto_ferreira_barbosa_junior_2024,
	author       = { {Adalberto Ferreira Barbosa Junior} },
	title        = { distilbert-portuguese-cased (Revision df1fa7a) },
	year         = 2024,
	url          = { https://huggingface.co/adalbertojunior/distilbert-portuguese-cased },
	doi          = { 10.57967/hf/3041 },
	publisher    = { Hugging Face }
}