feat: 🚀 add YOLOv8s WorldV2 deployment workflow and model predictor #93

	# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license

	name: Push YOLO to Replicate

	on:
	push:
	branches: [main]
	pull_request:
	branches: [main]
	workflow_dispatch:

	jobs:
	build_test_push:
	name: Build, Test & Push Model
	runs-on: ubuntu-latest
	strategy:
	matrix:
	model: [yolo11n,yolov8s-worldv2]
	steps:
	- name: Checkout
	uses: actions/checkout@v4
	- name: Setup Python
	uses: actions/setup-python@v5
	with:
	python-version: 3.12
	- name: Setup uv
	uses: astral-sh/setup-uv@v6
	- name: Install dependencies
	run: uv pip install --system ultralytics --extra-index-url https://download.pytorch.org/whl/cpu
	- name: Setup Cog
	uses: replicate/setup-cog@v2
	with:
	token: ${{ secrets.REPLICATE_API_TOKEN }}
	- name: Download model weights
	run: python ${{ matrix.model }}/download.py
	- name: Build model image
	working-directory: ${{ matrix.model }}
	run: cog build
	- name: Test model
	working-directory: ${{ matrix.model }}
	run: cog predict -i image=@../assets/bus.jpg -i conf=0.25 -i iou=0.45
	- name: Push to Replicate
	if: github.ref == 'refs/heads/main'
	working-directory: ${{ matrix.model }}
	run: cog push

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