Update README.md


README.md

@@ -34,7 +34,7 @@ Binary classification of parity of random Pauli-X excitations in 1D cluster stat
 
 ## Training Convergence
 
-![Loss Curve](loss_curve.png)
+![loss_curve](https://cdn-uploads.huggingface.co/production/uploads/67329d3f69fded92d56ab41a/LDHkVXtixkQm8-ifEBvFv.jpeg)
 MSE loss starts at ~0.268, dips to ~0.243 around evaluation 1.0, then rises again due to noise accumulation.
 
 | Run | Qubits | Samples | Shots | Iterations | Final Loss | QPU Time |