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bert-small-cord19-squad2
NeuML/bert-small-cord19-squad2
bert-small-cord19-squad2 is a question answering model from NeuML. Use it when the input is a question plus a passage. It is set up for transformers.
bert-small-cord19 model fine-tuned on SQuAD 2.0
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Mar 24, 2023
- SHA
- 6c5b692f
Try a prompt
Model card
From the Hugging Face model README
BERT-Small CORD-19 fine-tuned on SQuAD 2.0
bert-small-cord19 model fine-tuned on SQuAD 2.0
Building the model
python run_squad.py
--model_type bert
--model_name_or_path bert-small-cord19
--do_train
--do_eval
--do_lower_case
--version_2_with_negative
--train_file train-v2.0.json
--predict_file dev-v2.0.json
--per_gpu_train_batch_size 8
--learning_rate 3e-5
--num_train_epochs 3.0
--max_seq_length 384
--doc_stride 128
--output_dir bert-small-cord19-squad2
--save_steps 0
--threads 8
--overwrite_cache
--overwrite_output_dir
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- Created
- Mar 2, 2022
- Updated
- Mar 24, 2023