Fixed load issue for woq model and update docs #10

	name: OpenVINO - Notebooks Test

	on:
	workflow_dispatch:
	schedule:
	- cron: '14 3 * * 1' # run weekly: every Monday at 3:14
	push:
	paths:
	- '.github/workflows/test_openvino_notebooks.yml'
	- 'notebooks/openvino/*'
	pull_request:
	paths:
	- '.github/workflows/test_openvino_notebooks.yml'
	- 'notebooks/openvino/*'


	concurrency:
	group: ${{ github.workflow }}-${{ github.head_ref \|\| github.run_id }}
	cancel-in-progress: true

	jobs:
	build:
	strategy:
	fail-fast: false
	matrix:
	python-version: ["3.8", "3.10"]

	runs-on: ubuntu-20.04

	steps:
	- uses: actions/checkout@v2
	- name: Setup Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}

	- name: Install dependencies
	run: \|
	# Install PyTorch CPU to prevent unnecessary downloading/installing of CUDA packages
	# ffmpeg, torchaudio and pillow are required for image classification and audio classification pipelines
	sudo apt-get install ffmpeg
	pip install torch torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
	pip install ".[tests, openvino]" nbval
	pip install -r notebooks/openvino/requirements.txt

	- run: free -h
	- run: lscpu
	- run: pip freeze

	- name: Test with Pytest
	run: \|
	sed -i 's/NUM_TRAIN_ITEMS = 600/NUM_TRAIN_ITEMS = 10/' notebooks/openvino/question_answering_quantization.ipynb
	sed -i 's/# %pip install/%pip install/' notebooks/openvino/optimum_openvino_inference.ipynb
	python -m pytest --nbval-lax notebooks/openvino/optimum_openvino_inference.ipynb notebooks/openvino/question_answering_quantization.ipynb

Provide feedback