diff --git a/.github/workflows/llm_bench-python.yml b/.github/workflows/llm_bench-python.yml
index 1f59bc91c2..d9609ffa9d 100644
--- a/.github/workflows/llm_bench-python.yml
+++ b/.github/workflows/llm_bench-python.yml
@@ -55,15 +55,15 @@ jobs:
       with:
         name: llm.bench_diff
         path: llm.bench_diff.diff
-    - name: Test tiny-random-qwen of pytorch model on Linux
+    - name: Test native pytorch model on Linux
       run: |
         export GIT_LFS_SKIP_SMUDGE=0
-        git clone https://huggingface.co/katuni4ka/tiny-random-qwen
+        git clone --depth 1 https://huggingface.co/katuni4ka/tiny-random-qwen
         python ./llm_bench/python/benchmark.py -m tiny-random-qwen -d cpu -n 1 -f pt
-    - name: Test bloomz-560m on Linux
+    - name: Test tiny-random-baichuan2 on Linux
       run: |
-        python ./llm_bench/python/convert.py --model_id bigscience/bloomz-560m --output_dir ./ov_models/bloomz-560m --precision FP16
-        python ./llm_bench/python/benchmark.py -m ./ov_models/bloomz-560m/pytorch/dldt/FP16/ -d cpu -n 1
+        python ./llm_bench/python/convert.py --model_id katuni4ka/tiny-random-baichuan2 --output_dir ./ov_models/tiny-random-baichuan2 --precision FP16
+        python ./llm_bench/python/benchmark.py -m ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16/ -d cpu -n 1
     - name: Test tiny-stable-diffusion on Linux
       run: |
         python ./llm_bench/python/convert.py --model_id segmind/tiny-sd --output_dir ./ov_models/tiny-sd --precision FP16