README.md

---
title: my-ml-platform docs
emoji: 📚
colorFrom: gray
colorTo: blue
sdk: static
pinned: false
---

# my-ml-platform

Cloud artefacts for the MLOps serving platform.

## ONNX models (Hugging Face Hub)

**https://huggingface.co/edu01edu01/my-ml-platform-onnx**

Includes ResNet50 fp32/int8, YOLO26n, DeepLabV3, stub.

## Live API / Gradio

Docker & Gradio Spaces on free `cpu-basic` now require [HF PRO](https://huggingface.co/pro).
This account does not have PRO, so the interactive Space cannot be hosted here yet.

Options:
1. Upgrade to PRO, then push `deploy/hf_space` (Docker FastAPI on port 7860).
2. Run locally: `python deploy/gradio_app.py` (creates a temporary `*.gradio.live` share link).
3. Point any free host (Render/Fly) at the ONNX repo above.

## Canonical endpoints (when served)

- `GET /health`
- `GET /models`
- `POST /infer/{name}/{version}`
- `GET /metrics`
- `POST /models/activate/{name}/{version}`