diff --git a/README.md b/README.md
index b389d52..bd41620 100644
--- a/README.md
+++ b/README.md
@@ -43,38 +43,37 @@ TEST_DIR="INbreast/test"
 RESUME_FROM="ddsm_vgg16_s10_[512-512-1024]x2_hybrid.h5"
 BEST_MODEL="INbreast/transferred_inbreast_best_model.h5"
 FINAL_MODEL="NOSAVE"
-
 export NUM_CPU_CORES=4
 
 python image_clf_train.py \
-	--no-patch-model-state \
-	--resume-from $RESUME_FROM \
-  --img-size 1152 896 \
-  --no-img-scale \
-  --rescale-factor 0.003891 \
-	--featurewise-center \
-  --featurewise-mean 44.33 \
-  --no-equalize-hist \
-  --batch-size 4 \
-  --train-bs-multiplier 0.5 \
-	--augmentation \
-	--class-list neg pos \
-	--nb-epoch 0 \
-  --all-layer-epochs 50 \
-  --load-val-ram \
-  --load-train-ram \
-  --optimizer adam \
-  --weight-decay 0.001 \
-  --hidden-dropout 0.0 \
-  --weight-decay2 0.01 \
-  --hidden-dropout2 0.0 \
-  --init-learningrate 0.0001 \
-  --all-layer-multiplier 0.01 \
-	--es-patience 10 \
-	--auto-batch-balance \
-	--best-model $BEST_MODEL \
-	--final-model $FINAL_MODEL \
-	$TRAIN_DIR $VAL_DIR $TEST_DIR
+    --no-patch-model-state \
+    --resume-from $RESUME_FROM \
+    --img-size 1152 896 \
+    --no-img-scale \
+    --rescale-factor 0.003891 \
+    --featurewise-center \
+    --featurewise-mean 44.33 \
+    --no-equalize-hist \
+    --batch-size 4 \
+    --train-bs-multiplier 0.5 \
+    --augmentation \
+    --class-list neg pos \
+    --nb-epoch 0 \
+    --all-layer-epochs 50 \
+    --load-val-ram \
+    --load-train-ram \
+    --optimizer adam \
+    --weight-decay 0.001 \
+    --hidden-dropout 0.0 \
+    --weight-decay2 0.01 \
+    --hidden-dropout2 0.0 \
+    --init-learningrate 0.0001 \
+    --all-layer-multiplier 0.01 \
+    --es-patience 10 \
+    --auto-batch-balance \
+    --best-model $BEST_MODEL \
+    --final-model $FINAL_MODEL \
+    $TRAIN_DIR $VAL_DIR $TEST_DIR
 ```