diff --git a/.github/workflows/llm_bench-python.yml b/.github/workflows/llm_bench-python.yml
index bc318afca..fab31e573 100644
--- a/.github/workflows/llm_bench-python.yml
+++ b/.github/workflows/llm_bench-python.yml
@@ -40,6 +40,7 @@ jobs:
         python -m pip install --upgrade pip
         python -m pip install flake8 pytest black
         pip install -r ${{ env.LLM_BENCH_PYPATH }}/requirements.txt
+        pip install openvino-nightly
 
     - name: Lint with flake8
       run: |
@@ -55,8 +56,10 @@ jobs:
       with:
         name: llm.bench_diff
         path: llm.bench_diff.diff
-    - name: Run llm_bench test on linux
-      run: llm_bench/python/llm_run_on_linux.sh
+    - name: Test bloomz-560m on Linux
+      run: llm_bench/python/llm_run_bloomz_560m_on_linux.sh
+    - name: Test tiny-stable-diffusion on Linux
+      run: llm_bench/python/llm_run_stable_diffusion_on_linux.sh
   stateful:
     runs-on: ubuntu-20.04
     steps:
diff --git a/llm_bench/python/llm_run_bloomz_560m_on_linux.sh b/llm_bench/python/llm_run_bloomz_560m_on_linux.sh
new file mode 100755
index 000000000..27bdc61cf
--- /dev/null
+++ b/llm_bench/python/llm_run_bloomz_560m_on_linux.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+# Copyright (C) 2023 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+cat /proc/cpuinfo | grep 'model name' | uniq
+grep MemTotal /proc/meminfo
+
+git lfs install
+export GIT_LFS_SKIP_SMUDGE=0
+echo "Download bloomz-560m"
+git_clone_bloomz_560m="git clone https://huggingface.co/bigscience/bloomz-560m"
+echo ${git_clone_bloomz_560m}
+eval ${git_clone_bloomz_560m}
+wait
+
+original_dir="bloomz-560m"
+dst_dir="./ov_models/bloomz-560m"
+
+convert_model="python ./llm_bench/python/convert.py --model_id ${original_dir} --output_dir ${dst_dir} --precision FP16 --stateful"
+echo ${convert_model}
+eval ${convert_model}
+wait
+
+bemchmarking="python ./llm_bench/python/benchmark.py -m ${dst_dir}/pytorch/dldt/FP16/ -d cpu -n 1"
+echo ${bemchmarking}
+eval ${bemchmarking}
+
+rm -rf ${original_dir}
+rm -rf ${dst_dir}
\ No newline at end of file
diff --git a/llm_bench/python/llm_run_on_linux.sh b/llm_bench/python/llm_run_on_linux.sh
deleted file mode 100755
index 209f0faf2..000000000
--- a/llm_bench/python/llm_run_on_linux.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash
-# Copyright (C) 2023 Intel Corporation
-# SPDX-License-Identifier: Apache-2.0
- 
-git lfs install
-export GIT_LFS_SKIP_SMUDGE=0
-git_clone_bloomz_560m="git clone https://huggingface.co/bigscience/bloomz-560m"
-echo ${git_clone_bloomz_560m}
-eval ${git_clone_bloomz_560m}
-wait
-
-convert_model="python ./llm_bench/python/convert.py --model_id bloomz-560m/ --output_dir ./ov_models/bloomz-560m --precision FP16"
-echo ${convert_model}
-eval ${convert_model}
-wait
-
-bemchmarking="python ./llm_bench/python/benchmark.py -m ./ov_models/bloomz-560m/pytorch/dldt/FP16/ -d cpu -n 1"
-echo ${bemchmarking}
-eval ${bemchmarking}
\ No newline at end of file
diff --git a/llm_bench/python/llm_run_stable_diffusion_on_linux.sh b/llm_bench/python/llm_run_stable_diffusion_on_linux.sh
new file mode 100755
index 000000000..9657dab5b
--- /dev/null
+++ b/llm_bench/python/llm_run_stable_diffusion_on_linux.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+# Copyright (C) 2023 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+cat /proc/cpuinfo | grep 'model name' | uniq
+grep MemTotal /proc/meminfo
+
+git lfs install
+export GIT_LFS_SKIP_SMUDGE=0
+echo "Download tiny-sd"
+git_clone_stable_diff="git clone https://huggingface.co/segmind/tiny-sd"
+echo ${git_clone_stable_diff}
+eval ${git_clone_stable_diff}
+wait
+
+original_dir="tiny-sd"
+dst_dir="./ov_models/tiny-sd"
+
+convert_model="python ./llm_bench/python/convert.py --model_id ${original_dir} --output_dir ${dst_dir} --precision FP16 --stateful"
+echo ${convert_model}
+eval ${convert_model}
+wait
+
+bemchmarking="python ./llm_bench/python/benchmark.py -m ${dst_dir}/pytorch/dldt/FP16/ -pf ./llm_bench/python/prompts/stable-diffusion.jsonl -d cpu -n 1"
+echo ${bemchmarking}
+eval ${bemchmarking}
+
+rm -rf ${original_dir}
+rm -rf ${dst_dir}
\ No newline at end of file
diff --git a/llm_bench/python/prompts/stable-diffusion.jsonl b/llm_bench/python/prompts/stable-diffusion.jsonl
new file mode 100644
index 000000000..59c23064a
--- /dev/null
+++ b/llm_bench/python/prompts/stable-diffusion.jsonl
@@ -0,0 +1 @@
+{"steps":"30", "width":"256", "height":"256", "guidance_scale":"1.0", "prompt": "side profile centered painted portrait, Gandhi rolling a blunt, Gloomhaven, matte painting concept art, art nouveau, 8K HD Resolution, beautifully background"}
\ No newline at end of file