diff --git a/.gitignore b/.gitignore
index 56a5f0d38ab351..7e160a1c77fd9e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -119,4 +119,7 @@ dmypy.json
 .vscode
 
 # TF code
-tensorflow_code
\ No newline at end of file
+tensorflow_code
+
+# MacOS temp files
+.DS_Store
\ No newline at end of file
diff --git a/README.md b/README.md
index cd8d04a24099b7..ba7c7d70fd1007 100644
--- a/README.md
+++ b/README.md
@@ -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 \
diff --git a/run_squad.sh b/run_squad.sh
new file mode 100644
index 00000000000000..cd0d1872959b2e
--- /dev/null
+++ b/run_squad.sh
@@ -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/
\ No newline at end of file