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[CI] [GHA] HuggingFace cache #28481

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merged 32 commits into from
Feb 17, 2025
Merged

[CI] [GHA] HuggingFace cache #28481

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52424ae
use staging runner
akashchi Jan 16, 2025
82a03dd
start hf tests
akashchi Jan 16, 2025
0b31d9f
add missing staging
akashchi Jan 16, 2025
51235e9
Merge branch 'master' into ci/gha/hf-cache-test
akashchi Jan 17, 2025
1a125b3
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 22, 2025
2e1f773
check share on Win
akashchi Jan 24, 2025
0c4d7c0
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 24, 2025
4d0d0a7
Merge branch 'ci/gha/hf-cache-test' of github.com:akashchi/openvino i…
akashchi Jan 24, 2025
eb4b951
fix runner name
akashchi Jan 24, 2025
c90de13
set both HF cache vars to the same dir
akashchi Jan 27, 2025
b4b993f
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 27, 2025
92823ad
update paths
akashchi Jan 27, 2025
1c9f2a6
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 28, 2025
2156899
check share
akashchi Jan 28, 2025
fee163c
rm staging
akashchi Jan 28, 2025
f1c383c
add HF share to jobs
akashchi Jan 30, 2025
aab40fd
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 30, 2025
42d3572
set system_cache var per job
akashchi Jan 31, 2025
cccdb79
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Jan 31, 2025
824d35f
add comment
akashchi Feb 4, 2025
358c68c
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Feb 4, 2025
4fc43e7
setup cache dir only for self-hosted runners
akashchi Feb 4, 2025
3287f5d
fix import
akashchi Feb 5, 2025
4a864e8
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Feb 5, 2025
6b803ad
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Feb 11, 2025
8d37d9a
drop deprecated var
akashchi Feb 11, 2025
d4ca97c
Merge branch 'master' into ci/gha/hf-cache-test
mryzhov Feb 12, 2025
a5cd5cd
Merge branch 'master' into ci/gha/hf-cache-test
akashchi Feb 13, 2025
07898ab
Merge branch 'master' into ci/gha/hf-cache-test
akashchi Feb 17, 2025
81d262c
correct the env reading
akashchi Feb 17, 2025
d1aaa31
Merge remote-tracking branch 'upstream/master' into ci/gha/hf-cache-test
akashchi Feb 17, 2025
a01ddb5
Merge branch 'ci/gha/hf-cache-test' of github.com:akashchi/openvino i…
akashchi Feb 17, 2025
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11 changes: 8 additions & 3 deletions .github/workflows/job_jax_layer_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ jobs:
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
LAYER_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/layer_tests
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
Expand All @@ -67,7 +68,12 @@ jobs:
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "INSTALL_WHEELS_DIR=$GITHUB_WORKSPACE/install/wheels" >> "$GITHUB_ENV"
echo "LAYER_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/layer_tests" >> "$GITHUB_ENV"

echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"
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Can we define it in the common job env and get the value from job arguments?

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We do not do that for any other such variable, e.g., we define the pip cache directory in the reusable jobs so I think it could be done like it is now, when setting the variables.

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I'm concerning about the following case: this job can be run on different runners and in theory the mount point could be different, inside the job we don't know the runners environment, that is why I think it is better to set it in the workflows. In addition to that we will be able to set it once inside the job


- name: Install OpenVINO dependencies (mac)
if: runner.os == 'macOS'
run: brew install pigz
Expand All @@ -80,8 +86,7 @@ jobs:

- name: Extract OpenVINO artifacts (Windows)
if: runner.os == 'Windows'
run: |
Expand-Archive openvino_tests.zip -DestinationPath ${{ env.INSTALL_DIR }}
run: Expand-Archive openvino_tests.zip -DestinationPath ${{ env.INSTALL_DIR }}
working-directory: ${{ env.INSTALL_DIR }}

- name: Fetch setup_python and install wheels actions
Expand Down
8 changes: 7 additions & 1 deletion .github/workflows/job_jax_models_tests.yml
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Expand Up @@ -35,6 +35,7 @@ jobs:
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
MODEL_HUB_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/model_hub_tests
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
Expand All @@ -57,7 +58,12 @@ jobs:
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODEL_HUB_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/model_hub_tests" >> "$GITHUB_ENV"

echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Extract OpenVINO packages and tests
run: |
pigz -dc openvino_tests.tar.gz | tar -xf - -C ${INSTALL_DIR}
Expand Down
7 changes: 6 additions & 1 deletion .github/workflows/job_onnx_models_tests.yml
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Expand Up @@ -36,6 +36,7 @@ jobs:
# depending on GITHUB_RUN_NUMBER variable
NUMBER_OF_REPLICAS: 2
ONNX_MODEL_ZOO_SHA: "5faef4c33eba0395177850e1e31c4a6a9e634c82"
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
if: ${{ github.event_name != 'merge_group' }}
steps:
- name: Download OpenVINO artifacts (tests)
Expand All @@ -59,8 +60,12 @@ jobs:
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODELS_SHARE_PATH=/mount/testdata$((GITHUB_RUN_NUMBER % NUMBER_OF_REPLICAS))" >> "$GITHUB_ENV"
echo $MODELS_SHARE_PATH
echo "LOGS_FOLDER=$GITHUB_WORKSPACE/onnx_models_tests_logs" >> "$GITHUB_ENV"
echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Extract OpenVINO packages and tests
run: |
Expand Down
6 changes: 6 additions & 0 deletions .github/workflows/job_pytorch_layer_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ jobs:
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
LAYER_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/layer_tests
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
Expand All @@ -67,6 +68,11 @@ jobs:
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "INSTALL_WHEELS_DIR=$GITHUB_WORKSPACE/install/wheels" >> "$GITHUB_ENV"
echo "LAYER_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/layer_tests" >> "$GITHUB_ENV"
echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Install OpenVINO dependencies (mac)
if: runner.os == 'macOS'
Expand Down
12 changes: 7 additions & 5 deletions .github/workflows/job_pytorch_models_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,7 @@ jobs:
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
MODEL_HUB_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/model_hub_tests
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Check sudo
if: ${{ runner.os == 'Linux' }}
Expand Down Expand Up @@ -65,11 +66,17 @@ jobs:

# Needed as ${{ github.workspace }} is not working correctly when using Docker
- name: Setup Variables
if: ${{ contains(inputs.runner, 'aks') }} # Do not setup variables for GitHub-hosted runners
run: |
echo "OPENVINO_REPO=$GITHUB_WORKSPACE/openvino" >> "$GITHUB_ENV"
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODEL_HUB_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/model_hub_tests" >> "$GITHUB_ENV"
echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Extract OpenVINO artifacts
run: |
Expand Down Expand Up @@ -130,7 +137,6 @@ jobs:
env:
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
Expand All @@ -140,7 +146,6 @@ jobs:
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 -vvv -s --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False

- name: RoPE Test
if: ${{ inputs.model_scope == 'precommit' }}
Expand All @@ -149,7 +154,6 @@ jobs:
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_transformations.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_rope_tests.html --self-contained-html -v --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False

- name: StatefulToStateless Test
if: ${{ inputs.model_scope == 'precommit' }}
Expand All @@ -158,7 +162,6 @@ jobs:
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:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False

- name: TorchFX GPTQ Pattern Test
if: ${{ inputs.model_scope == 'precommit' }}
Expand All @@ -169,7 +172,6 @@ jobs:
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_gptq_torchfx_transformations.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_gptqpattern_tests.html --self-contained-html -v --tb=short
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False

- name: Reformat unsupported ops file
if: ${{ inputs.model_scope != 'precommit' && !cancelled()}}
Expand Down
6 changes: 6 additions & 0 deletions .github/workflows/job_tensorflow_layer_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ jobs:
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
LAYER_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/layer_tests
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
Expand All @@ -67,6 +68,11 @@ jobs:
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "LAYER_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/layer_tests" >> "$GITHUB_ENV"
echo "INSTALL_WHEELS_DIR=$GITHUB_WORKSPACE/install/wheels" >> "$GITHUB_ENV"
echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Install OpenVINO dependencies (mac)
if: runner.os == 'macOS'
Expand Down
12 changes: 7 additions & 5 deletions .github/workflows/job_tensorflow_models_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ jobs:
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
MODEL_HUB_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/model_hub_tests
NUMBER_OF_REPLICAS: 2
USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
Expand All @@ -59,13 +60,14 @@ jobs:
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODEL_HUB_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/model_hub_tests" >> "$GITHUB_ENV"
echo "TFHUB_CACHE_DIR=/mount/testdata$((GITHUB_RUN_NUMBER % NUMBER_OF_REPLICAS))/tfhub_models" >> "$GITHUB_ENV"
echo $TFHUB_CACHE_DIR
echo "HF_HUB_CACHE=/mount/testdata$((GITHUB_RUN_NUMBER % NUMBER_OF_REPLICAS))/hugging_face" >> "$GITHUB_ENV"
echo $HF_HUB_CACHE
echo "HF_HUB_CACHE=/mount/caches/huggingface" >> "$GITHUB_ENV"

- name: Setup HuggingFace Cache Directory (Windows)
if: runner.os == 'Windows'
run: Add-Content -Path $env:GITHUB_ENV -Value "HF_HUB_CACHE=C:\\mount\\caches\\huggingface"

- name: Extract OpenVINO artifacts (Linux and macOS)
run: |
pigz -dc openvino_tests.tar.gz | tar -xf - -C ${INSTALL_DIR}
run: pigz -dc openvino_tests.tar.gz | tar -xf - -C ${INSTALL_DIR}
working-directory: ${{ env.INSTALL_DIR }}

- name: Fetch setup_python action
Expand Down
7 changes: 4 additions & 3 deletions tests/model_hub_tests/jax/test_hf_transformers.py
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Expand Up @@ -6,7 +6,7 @@
import pytest
import requests
from PIL import Image
from models_hub_common.constants import hf_hub_cache_dir
from models_hub_common.constants import hf_cache_dir, clean_hf_cache_dir
from models_hub_common.utils import cleanup_dir, get_models_list, retry
from transformers import (
AutoProcessor,
Expand Down Expand Up @@ -42,8 +42,9 @@ def load_model(self, model_name, _):
return model

def teardown_method(self):
# remove all downloaded files from cache
cleanup_dir(hf_hub_cache_dir)
if clean_hf_cache_dir:
# remove all downloaded files from cache
cleanup_dir(hf_cache_dir)
super().teardown_method()

def infer_ov_model(self, ov_model, inputs, ie_device):
Expand Down
6 changes: 1 addition & 5 deletions tests/model_hub_tests/models_hub_common/constants.py
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Expand Up @@ -26,11 +26,7 @@
os.environ['TFHUB_CACHE_DIR'] = tf_hub_cache_dir
os.environ['HF_HUB_CACHE'] = hf_cache_dir
Comment on lines 26 to 27
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@rkazants rkazants Feb 12, 2025 •
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Are these two environment variables re-initialized from outside (from GHA)?
I think there should be some connection from CI

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Yes, they are set on a per-job basis like in: https://github.com/openvinotoolkit/openvino/pull/28481/files#diff-059da6ae752137afeded3262287ede715ddfb1659b5d31489f723c9f971b008bR71 and https://github.com/openvinotoolkit/openvino/pull/28481/files#diff-58b495d99e8e2631e772171d5dfb9d6c331d35b8f4b4394a78cf053767bda273R63.

These two lines are only for the case if the env is empty and they are populated with the tmp directories.


no_clean_cache_dir = False
hf_hub_cache_dir = tempfile.gettempdir()
if os.environ.get('USE_SYSTEM_CACHE', 'True') == 'False':
no_clean_cache_dir = True
os.environ['HUGGINGFACE_HUB_CACHE'] = hf_hub_cache_dir
clean_hf_cache_dir = bool(os.environ.get('USE_SYSTEM_CACHE'))

# supported_devices : CPU, GPU
test_device = os.environ.get('TEST_DEVICE', 'CPU;GPU').split(';')
2 changes: 1 addition & 1 deletion tests/model_hub_tests/performance_tests/test_tf_hub_performance_model.py
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Expand Up @@ -62,7 +62,7 @@ def load_model(self, model_name, model_link):
return hub.resolve(model_link)

def teardown_method(self):
if not const.no_clean_cache_dir:
if const.clean_hf_cache_dir:
utils.cleanup_dir(const.tf_hub_cache_dir)
# deallocate memory after each test case
gc.collect()
Expand Down
7 changes: 4 additions & 3 deletions tests/model_hub_tests/pytorch/test_edsr.py
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Expand Up @@ -6,7 +6,7 @@
import pytest
import random
import torch
from models_hub_common.constants import hf_hub_cache_dir
from models_hub_common.constants import hf_cache_dir, clean_hf_cache_dir
from models_hub_common.utils import cleanup_dir

from torch_utils import TestTorchConvertModel
Expand Down Expand Up @@ -52,8 +52,9 @@ def load_model(self, model_name, model_link):
return model

def teardown_method(self):
# remove all downloaded files from cache
cleanup_dir(hf_hub_cache_dir)
if clean_hf_cache_dir:
# remove all downloaded files from cache
cleanup_dir(hf_cache_dir)
super().teardown_method()

@pytest.mark.parametrize("name", ["edsr"])
Expand Down
7 changes: 4 additions & 3 deletions tests/model_hub_tests/pytorch/test_hf_transformers.py
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Expand Up @@ -19,7 +19,7 @@
VivitImageProcessor, XCLIPVisionModel
)

from models_hub_common.constants import hf_hub_cache_dir
from models_hub_common.constants import hf_cache_dir, clean_hf_cache_dir
from models_hub_common.utils import cleanup_dir, get_models_list, retry
from torch_utils import TestTorchConvertModel

Expand Down Expand Up @@ -497,8 +497,9 @@ def load_model(self, name, type):
return model

def teardown_method(self):
# remove all downloaded files from cache
cleanup_dir(hf_hub_cache_dir)
if clean_hf_cache_dir:
# remove all downloaded files from cache
cleanup_dir(hf_cache_dir)

super().teardown_method()

Expand Down
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