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5 changes: 4 additions & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -119,4 +119,7 @@ dmypy.json
.vscode

# TF code
tensorflow_code
tensorflow_code

# MacOS temp files
.DS_Store
2 changes: 1 addition & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -186,7 +186,7 @@ python run_squad.py \
--init_checkpoint $BERT_PYTORCH_DIR/pytorch_model.bin \
--do_train \
--do_predict \
--do_lower_case
--do_lower_case \
--train_file $SQUAD_DIR/train-v1.1.json \
--predict_file $SQUAD_DIR/dev-v1.1.json \
--train_batch_size 12 \
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19 changes: 19 additions & 0 deletions run_squad.sh
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@@ -0,0 +1,19 @@
export BERT_BASE_DIR=./bert/uncased_L-12_H-768_A-12
export BERT_PYTORCH_DIR=./bert_pytorch
export SQUAD_DIR=./squad

python run_squad.py \
--vocab_file $BERT_BASE_DIR/vocab.txt \
--bert_config_file $BERT_BASE_DIR/bert_config.json \
--init_checkpoint $BERT_PYTORCH_DIR/pytorch_model.bin \
--do_train \
--do_predict \
--do_lower_case \
--train_file $SQUAD_DIR/train-v1.1.json \
--predict_file $SQUAD_DIR/dev-v1.1.json \
--train_batch_size 12 \
--learning_rate 3e-5 \
--num_train_epochs 2.0 \
--max_seq_length 384 \
--doc_stride 128 \
--output_dir ../debug_squad/