Update README.md

README.md

@@ -9,6 +9,9 @@ A compact, encoder–decoder Transformer packaged so it can be used both as a Py
 - CLI convenience commands for inference, serving, UI launch, and Hugging Face model downloads.
 - Makefile shortcuts, notebooks, and Docker dev environment for day-to-day work.
 
+## Hugging Face Spaces DEMO
+Here you can find a Huggingface Spaces for a quick demo
+https://huggingface.co/spaces/AlaBoussoffara/Mini-Transformer
 ## Installation
 ```bash
 # inside the repository (editable install with optional extras)
@@ -153,5 +156,3 @@ make docker-run-infer   # run the inference service (Ctrl+C to stop)
 4. Start Chainlit UI (optional): `mini-transformer-ui --model AlaBoussoffara__transformer_small --host 0.0.0.0 --port 8000`
 
 Environment variables (`MINI_TRANSFORMER_MODELS`, `MINI_TRANSFORMER_MODEL_NAME`, etc.) let you tailor the workflow to your setup.
-## Hugging Face Spaces DEMO
-https://huggingface.co/spaces/AlaBoussoffara/Mini-Transformer