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---
language: en
license: apache-2.0
datasets: natural_questions
---
This checkpoint is obtained after training `BigBirdForQuestionAnswering` on [`natural_questions`](https://huggingface.co/datasets/natural_questions) dataset for ~ 2 weeks on 2 K80 GPUs. Script for training can be found here: https://github.com/vasudevgupta7/bigbird
**Use this model just like any other model from 🤗Transformers**
```python
from transformers import BigBirdForQuestionAnswering
model_id = "vasudevgupta/bigbird-roberta-natural-questions"
model = BigBirdForQuestionAnswering.from_pretrained(model_id)
tokenizer = BigBirdTokenizer.from_pretrained(model_id)
```
In case you are interested in predicting category (null, long, short, yes, no) as well, use `BigBirdForNaturalQuestions` (instead of `BigBirdForQuestionAnswering`) from my training script.
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