diff --git a/.github/workflows/job_pytorch_models_tests.yml b/.github/workflows/job_pytorch_models_tests.yml
index c39ec81467eb75..c740cd89079ec2 100644
--- a/.github/workflows/job_pytorch_models_tests.yml
+++ b/.github/workflows/job_pytorch_models_tests.yml
@@ -12,8 +12,8 @@ on:
         type: string
         required: false
         default: '{"image": null}'
-      event:
-        description: 'Event that triggered the workflow. E.g., "schedule" for nightly runs'
+      model_scope:
+        description: 'Scope of models for testing.'
         type: string
         required: true
 
@@ -22,7 +22,7 @@ permissions: read-all
 jobs:
   PyTorch_Models_Tests:
     name: PyTorch Models tests
-    timeout-minutes: ${{ inputs.event == 'schedule' && 400 || 30 }}
+    timeout-minutes: ${{ inputs.model_scope == 'precommit' && 30 || 400 }}
     runs-on: ${{ inputs.runner }}
     container: ${{ fromJSON(inputs.container) }}
     defaults:
@@ -113,7 +113,15 @@ jobs:
           python3 -m pip install ${INSTALL_DIR}/tools/openvino-*
           python3 -m pip install ${INSTALL_DIR}/openvino_tokenizers-*
 
-      - name: Install PyTorch tests requirements
+      - name: Install PyTorch tests requirements for precommit
+        if: ${{ inputs.model_scope == 'precommit' }}
+        run: |
+          python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements.txt
+        env:
+          CPLUS_INCLUDE_PATH: ${{ env.Python_ROOT_DIR }}/include/python${{ env.PYTHON_VERSION }}
+
+      - name: Install PyTorch tests requirements for nightly
+        if: ${{ inputs.model_scope != 'precommit' }}
         run: |
           python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements.txt
           python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements_secondary.txt
@@ -123,48 +131,46 @@ jobs:
           CPLUS_INCLUDE_PATH: ${{ env.Python_ROOT_DIR }}/include/python${{ env.PYTHON_VERSION }}
 
       - name: PyTorch Models Tests Timm and Torchvision
+        if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope1' }}
         run: |
           export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
           python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/ -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_timm_tv_tests.html --self-contained-html -v -n 4 -k "TestTimmConvertModel or TestTorchHubConvertModel"
         env:
-          TYPE: ${{ inputs.event == 'schedule' && 'nightly' || 'precommit'}}
+          TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
           TEST_DEVICE: CPU
           OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
 
       - name: PyTorch Models Tests Not Timm or Torchvision
-        if: always()
+        if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope2' }}
         run: |
           export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
-          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_tests.html --self-contained-html -v -k "not (TestTimmConvertModel or TestTorchHubConvertModel or test_pa_precommit)"
+          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_tests.html --self-contained-html -v -k "not (TestTimmConvertModel or TestTorchHubConvertModel)"
         env:
-          TYPE: ${{ inputs.event == 'schedule' && 'nightly' || 'precommit'}}
+          TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
           TEST_DEVICE: CPU
           USE_SYSTEM_CACHE: False
           OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
 
       - name: PagedAttention Test
-        if: always()
+        if: ${{ inputs.model_scope == 'precommit' }}
         run: |
           export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
-          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/test_pa_transformation.py -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_pagedattention_tests.html --self-contained-html -v --tb=short -n 4
+          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_pa_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_pagedattention_tests.html --self-contained-html -v --tb=short -n 4
         env:
-          TYPE: ${{ inputs.event == 'schedule' && 'nightly' || 'precommit'}}
           TEST_DEVICE: CPU
           USE_SYSTEM_CACHE: False
-          OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
 
       - name: StatefulToStateless Test
-        if: always()
+        if: ${{ inputs.model_scope == 'precommit' }}
         run: |
           export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
-          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/test_stateful_to_stateless_transformation.py -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_stateful_to_stateless_tests.html --self-contained-html -v --tb=short
+          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_stateful_to_stateless_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_stateful_to_stateless_tests.html --self-contained-html -v --tb=short
         env:
-          TYPE: ${{ inputs.event == 'schedule' && 'nightly' || 'precommit'}}
           TEST_DEVICE: CPU
           USE_SYSTEM_CACHE: False
 
       - name: Reformat unsupported ops file
-        if: '!cancelled()'
+        if: ${{ inputs.model_scope != 'precommit' && !cancelled()}}
         run: |
           python3 ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/scripts/process_op_report.py ${INSTALL_TEST_DIR}/TEST-torch_unsupported_ops.log
 
diff --git a/.github/workflows/linux.yml b/.github/workflows/linux.yml
index e75cc2a1867e55..5b6e8336d864d1 100644
--- a/.github/workflows/linux.yml
+++ b/.github/workflows/linux.yml
@@ -557,8 +557,26 @@ jobs:
     needs: [ Build, Smart_CI, Openvino_tokenizers ]
     uses: ./.github/workflows/job_pytorch_models_tests.yml
     with:
-      runner: ${{ github.event_name == 'schedule' && 'ubuntu-20.04-16-cores' || 'ubuntu-20.04-8-cores' }}
-      event: ${{ github.event_name }}
+      runner: 'ubuntu-20.04-8-cores'
+      model_scope: 'precommit'
+
+  PyTorch_Models_Tests_Nightly_Scope1:
+    name: PyTorch Models Nightly Scope1 tests
+    if: ${{ github.event_name == 'schedule' }}
+    needs: [ Build, Smart_CI, Openvino_tokenizers ]
+    uses: ./.github/workflows/job_pytorch_models_tests.yml
+    with:
+      runner: 'ubuntu-20.04-16-cores'
+      model_scope: 'nightly_scope1'
+
+  PyTorch_Models_Tests_Nightly_Scope2:
+    name: PyTorch Models Nightly Scope2 tests
+    if: ${{ github.event_name == 'schedule' }}
+    needs: [ Build, Smart_CI, Openvino_tokenizers ]
+    uses: ./.github/workflows/job_pytorch_models_tests.yml
+    with:
+      runner: 'ubuntu-20.04-16-cores'
+      model_scope: 'nightly_scope2'
 
   NVIDIA_Plugin:
     name: NVIDIA plugin
diff --git a/.github/workflows/linux_arm64.yml b/.github/workflows/linux_arm64.yml
index 9156fa711e752a..825a4b076d631d 100644
--- a/.github/workflows/linux_arm64.yml
+++ b/.github/workflows/linux_arm64.yml
@@ -401,7 +401,7 @@ jobs:
     with:
       runner: 'aks-linux-16-cores-arm'
       container: '{"image": "${{ fromJSON(needs.docker.outputs.images).ov_test.ubuntu_20_04_arm64 }}"}'
-      event: ${{ github.event_name }}
+      model_scope: 'precommit'
 
   Overall_Status:
     name: ci/gha_overall_status_linux_arm64
diff --git a/tests/model_hub_tests/pytorch/hf_transformers_models b/tests/model_hub_tests/pytorch/hf_transformers_models
index bf76bc90e5a806..5da9db39095810 100644
--- a/tests/model_hub_tests/pytorch/hf_transformers_models
+++ b/tests/model_hub_tests/pytorch/hf_transformers_models
@@ -296,7 +296,7 @@ openai-gpt,openai-gpt
 OpenAssistant/oasst-rm-2-pythia-6.9b-epoch-1,gpt_neox_reward_model,skip,Load problem
 openmmlab/upernet-convnext-small,upernet
 openMUSE/clip-vit-large-patch14-text-enc,clip_text_model,skip,Load problem
-OpenVINO/opt-125m-gptq,opt
+katuni4ka/opt-125m-gptq,opt
 PatrickHaller/ngme-llama-264M,ngme,skip,Load problem
 patrickvonplaten/bert2gpt2-cnn_dailymail-fp16,encoder_decoder,skip,Load problem
 paulhindemith/test-zeroshot,test-zeroshot,skip,Load problem
diff --git a/tests/model_hub_tests/transformation_tests/conftest.py b/tests/model_hub_tests/transformation_tests/conftest.py
new file mode 100644
index 00000000000000..64efa7cf7f5506
--- /dev/null
+++ b/tests/model_hub_tests/transformation_tests/conftest.py
@@ -0,0 +1,12 @@
+# Copyright (C) 2018-2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+import inspect
+
+from models_hub_common.utils import get_params
+
+
+def pytest_generate_tests(metafunc):
+    test_gen_attrs_names = list(inspect.signature(get_params).parameters)
+    params = get_params()
+    metafunc.parametrize(test_gen_attrs_names, params, scope="function")
diff --git a/tests/model_hub_tests/pytorch/models/hf-tiny-random-models-precommit b/tests/model_hub_tests/transformation_tests/models/hf-tiny-random-models-precommit
similarity index 100%
rename from tests/model_hub_tests/pytorch/models/hf-tiny-random-models-precommit
rename to tests/model_hub_tests/transformation_tests/models/hf-tiny-random-models-precommit
diff --git a/tests/model_hub_tests/pytorch/models/tiny-set-stateful-models-precommit b/tests/model_hub_tests/transformation_tests/models/tiny-set-stateful-models-precommit
similarity index 100%
rename from tests/model_hub_tests/pytorch/models/tiny-set-stateful-models-precommit
rename to tests/model_hub_tests/transformation_tests/models/tiny-set-stateful-models-precommit
diff --git a/tests/model_hub_tests/pytorch/test_pa_transformation.py b/tests/model_hub_tests/transformation_tests/test_pa_transformation.py
similarity index 100%
rename from tests/model_hub_tests/pytorch/test_pa_transformation.py
rename to tests/model_hub_tests/transformation_tests/test_pa_transformation.py
diff --git a/tests/model_hub_tests/pytorch/test_stateful_to_stateless_transformation.py b/tests/model_hub_tests/transformation_tests/test_stateful_to_stateless_transformation.py
similarity index 100%
rename from tests/model_hub_tests/pytorch/test_stateful_to_stateless_transformation.py
rename to tests/model_hub_tests/transformation_tests/test_stateful_to_stateless_transformation.py