diff --git a/Makefile b/Makefile
index e71dff3..87ce918 100644
--- a/Makefile
+++ b/Makefile
@@ -6,6 +6,9 @@ train_mvtec:
 	CUDA_VISIBLE_DEVICES=0 \
 	python train.py --cfg-path train_configs/minigptv2_finetune_mvtec.yaml
 
+demo_mvtec:
+	python demo_v2.py --cfg-path eval_configs/minigptv2_eval_mvtec.yaml  --gpu-id 0
+
 
 eval_textvqa:
 	CUDA_VISIBLE_DEVICES=0 \
@@ -14,3 +17,6 @@ eval_textvqa:
 train_textvqa:
 	CUDA_VISIBLE_DEVICES=0 \
 	python train.py --cfg-path train_configs/minigptv2_finetune_textvqa.yaml
+
+demo_textvqa:
+	python demo_v2.py --cfg-path eval_configs/minigptv2_eval_textvqa.yaml  --gpu-id 0
\ No newline at end of file