debug: add forecast shape logging to diagnose dimension mismatch

- Inference now succeeds but output shape is wrong
- Adding debug logging to see actual vs expected shape
- Bump version to v1.0.6

src/forecasting/chronos_inference.py

@@ -2,7 +2,7 @@
 """
 Chronos-2 Inference Pipeline
 Standalone inference script for HuggingFace Space deployment.
-FORCE REBUILD: v1.0.5
+FORCE REBUILD: v1.0.6
 """
 
 import os
@@ -186,6 +186,7 @@ class ChronosInferencePipeline:
 
                 # Calculate quantiles
                 forecast_numpy = forecast.numpy()
+                print(f"[DEBUG] Forecast shape: {forecast_numpy.shape}, Expected: ({num_samples}, {prediction_hours})", flush=True)
 
                 # Store results
                 results['borders'][border] = {