Increase default training epochs from 3 to 5 for enhanced model training #10

	name: Train Model

	on:
	push:
	branches:
	- main

	permissions:
	contents: write

	jobs:
	train-model:
	runs-on: ubuntu-latest

	steps:

	- name: Checkout repository
	uses: actions/checkout@v2

	- name: Set up Python
	uses: actions/setup-python@v2
	with:
	python-version: '3.10'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install -r requirements.txt

	- name: Train and save model
	run: \|
	python main.py

	- name: Create Release
	id: create_release
	uses: actions/create-release@latest
	with:
	tag_name: training_models_${{ github.run_number }}_${{ github.run_attempt }}
	release_name: Model
	body: \|
	Changes in this Release:
	- Model trained and saved
	draft: false
	prerelease: false
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

	- name: Upload artefacts to Release
	uses: actions/upload-release-asset@v1
	with:
	upload_url: ${{ steps.create_release.outputs.upload_url }}
	asset_path: ./artefacts.zip
	asset_name: artefacts.zip
	asset_content_type: application/octet-stream
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}


	- name: Upload models to Release
	uses: actions/upload-release-asset@v1
	with:
	upload_url: ${{ steps.create_release.outputs.upload_url }}
	asset_path: ./models.zip
	asset_name: models.zip
	asset_content_type: application/octet-stream
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

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