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---
license: mit
language:
- zh
base_model:
- google-bert/bert-base-chinese
pipeline_tag: question-answering
---
# BERT-based-MRC
This model is a fine-tuned version of [bert-base-chinese](https://huggingface.co/bert-base-chinese) on BD-11 dataset.
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 18
- optimizer: Adam with epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
Evaluated on the BD-11 dataset test set.
```
"exact": 87.70,
"f1": 89.32,
"total": 1528,
"HasAns_exact": 83.94,
"HasAns_f1": 86.24,
"HasAns_total": 1077,
"NoAns_exact": 96.67,
"NoAns_f1": 96.67,
"NoAns_total": 451
```
### Framework versions
- Transformers 4.25.1
- Pytorch 1.6.0
- Datasets 2.7.1
- Tokenizers 0.11.6 |