Cache HuggingFace Model #20
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| # Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| name: "Cache HuggingFace Model" | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| hf-model-id: | |
| type: string | |
| description: HuggingFace repo ID of the model to cache | |
| required: true | |
| jobs: | |
| download: | |
| name: Download Model | |
| runs-on: self-hosted-nemo | |
| environment: nemo-ci | |
| env: | |
| HF_HUB_OFFLINE: 0 | |
| HF_HOME: /mnt/datadrive/TestData/HF_HOME | |
| steps: | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.12" | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Install dependencies | |
| run: | | |
| TRANSFORMERS_VERSION=$(grep -E 'transformers[[:space:]]*[=><!~]+' ${GITHUB_WORKSPACE}/pyproject.toml | sed -E 's/.*transformers[[:space:]]*([=><!~]+)[[:space:]]*"?([0-9a-zA-Z\.\-\*]+)"?.*/\1\2/') | |
| pip install torch "transformers${TRANSFORMERS_VERSION}" "huggingface_hub[cli]" | |
| - name: Log in to HuggingFace | |
| env: | |
| HF_ACCESS_TOKEN: ${{ secrets.HF_ACCESS_TOKEN }} | |
| run: | | |
| hf auth login --token ${HF_ACCESS_TOKEN} | |
| - name: Download model | |
| env: | |
| MODEL_ID: ${{ github.event.inputs.hf-model-id }} | |
| shell: python | |
| run: | | |
| import os | |
| from transformers import AutoModel | |
| _ = AutoModel.from_pretrained(os.getenv("MODEL_ID")) |