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Update README.md

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@@ -43,7 +43,7 @@ models.
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  Training script
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  ```python
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- python3 run_squad.py --model_type electra --model_name_or_path sultan/BioM-ELECTRA-Base-SQuAD2 \
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  --train_file BioASQ8B/train.json \
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  --predict_file BioASQ8B/dev.json \
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  --do_lower_case \
@@ -52,7 +52,7 @@ python3 run_squad.py --model_type electra --model_name_or_path sultan/BioM-ELECT
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  --threads 20 \
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  --version_2_with_negative \
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  --num_train_epochs 3 \
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- --learning_rate 3e-5 \
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  --max_seq_length 512 \
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  --doc_stride 128 \
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  --per_gpu_train_batch_size 8 \
@@ -63,7 +63,7 @@ python3 run_squad.py --model_type electra --model_name_or_path sultan/BioM-ELECT
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  --fp16 \
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  --fp16_opt_level O1 \
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  --overwrite_output_dir \
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- --output_dir BioM-ELECTRA-Base-SQuAD-BioASQ \
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  --overwrite_cache
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  ```
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  Training script
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  ```python
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+ python3 run_squad.py --model_type electra --model_name_or_path sultan/BioM-ELECTRA-Large-SQuAD2 \
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  --train_file BioASQ8B/train.json \
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  --predict_file BioASQ8B/dev.json \
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  --do_lower_case \
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  --threads 20 \
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  --version_2_with_negative \
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  --num_train_epochs 3 \
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+ --learning_rate 5e-5 \
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  --max_seq_length 512 \
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  --doc_stride 128 \
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  --per_gpu_train_batch_size 8 \
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  --fp16 \
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  --fp16_opt_level O1 \
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  --overwrite_output_dir \
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+ --output_dir BioM-ELECTRA-Large-SQuAD-BioASQ \
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  --overwrite_cache
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  ```
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