Upload service.py

service.py

@@ -101,15 +101,14 @@ class MoiraiService:
         assert self._module is not None
 
         prediction_length = self.max_horizon_step
-        model = self._Moirai2Forecast(
-            module=self._module,
-            prediction_length=prediction_length,
-            context_length=min(self.max_context_length, len(close_prices)),
-            target_dim=1,
-            feat_dynamic_real_dim=0,
-            past_feat_dynamic_real_dim=0,
-            num_samples=self.num_samples,
-        )
+        model = self._Moirai2Forecast(
+            module=self._module,
+            prediction_length=prediction_length,
+            context_length=min(self.max_context_length, len(close_prices)),
+            target_dim=1,
+            feat_dynamic_real_dim=0,
+            past_feat_dynamic_real_dim=0,
+        )
         predictor = model.create_predictor(batch_size=1)
         dataset = self._ListDataset(
             [