Update train #1

	name: Train and Release Model

	on:
	push:
	tags:
	- "v..*-model"
	defaults:
	run:
	shell: bash

	jobs:
	train-and-release:
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v4

	- uses: actions/setup-python@v5
	id: setup_python
	with:
	python-version: "3.12"

	- name: Restore cached venv
	uses: actions/cache/restore@v4
	with:
	key: venv-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('requirements-ci-model.txt') }}
	path: .venv

	- name: Install dependencies
	run: \|
	python -m venv .venv
	source .venv/bin/activate
	python -m pip install -r requirements-ci-model.txt
	echo "$VIRTUAL_ENV/bin" >> $GITHUB_PATH
	echo "VIRTUAL_ENV=$VIRTUAL_ENV" >> $GITHUB_ENV

	- name: Saved cached venv
	uses: actions/cache/save@v4
	with:
	key: venv-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('requirements-ci-model.txt') }}
	path: .venv

	- name: Train
	run: \|
	cd scripts
	python train.py --epochs=1 --version $(echo "${{github.ref_name}}" \| tr -d 'v\-model')
	mv current_model.pth ../models/

	- name: Convert to ONNX
	run: \|
	cd scripts
	python convert_to_onnx.py

	- name: Release
	uses: softprops/action-gh-release@v2
	with:
	files: \|
	models/metadata.json
	models/current_model.pth
	models/current_model.onnx
	draft: true

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