my_awesome_qa_model

my_awesome_qa_model

This model is a fine-tuned version of distilbert-base-uncased, trained on the SQuAD v1.1 dataset.

It achieved the following results on the validation set:

• Loss: 1.7489

How to Use

from transformers import pipeline

# Load the model
question_answerer = pipeline(
    "question-answering",
    model="real-jiakai/my_awesome_qa_model",
    tokenizer="real-jiakai/my_awesome_qa_model"
)

# English example
context_en = """
Donald Trump was the 45th president of the United States, serving from 2017 to 2021.
"""

question_en = "Who was the 45th president of the United States?"

result_en = question_answerer(question=question_en, context=context_en)
print("Answer:", result_en['answer'])

License

This model is licensed under the MIT License.

Citation

If you use this model in your work, please cite:

@misc{my_awesome_qa_model,
  author       = {real-jiakai},
  title        = {my_awesome_qa_model},
  year         = {2024},
  url          = {https://huggingface.co/real-jiakai/my_awesome_qa_model},
  publisher    = {Hugging Face}
}