improved model loading and training

ANNOTATE/data/annotations/annotations_db.json

@@ -68,10 +68,56 @@
         "entry_state": {},
         "exit_state": {}
       }
+    },
+    {
+      "annotation_id": "c9849a6b-e430-4305-9009-dd7471553c2f",
+      "symbol": "ETH/USDT",
+      "timeframe": "1m",
+      "entry": {
+        "timestamp": "2025-10-30 19:59",
+        "price": 3680.1,
+        "index": 272
+      },
+      "exit": {
+        "timestamp": "2025-10-30 21:59",
+        "price": 3767.82,
+        "index": 312
+      },
+      "direction": "LONG",
+      "profit_loss_pct": 2.38363087959567,
+      "notes": "",
+      "created_at": "2025-10-31T00:31:10.201966",
+      "market_context": {
+        "entry_state": {},
+        "exit_state": {}
+      }
+    },
+    {
+      "annotation_id": "479eb310-c963-4837-b712-70e5a42afb53",
+      "symbol": "ETH/USDT",
+      "timeframe": "1h",
+      "entry": {
+        "timestamp": "2025-10-27 14:00",
+        "price": 4124.52,
+        "index": 329
+      },
+      "exit": {
+        "timestamp": "2025-10-30 20:00",
+        "price": 3680,
+        "index": 352
+      },
+      "direction": "SHORT",
+      "profit_loss_pct": 10.777496532929902,
+      "notes": "",
+      "created_at": "2025-10-31T00:35:00.543886",
+      "market_context": {
+        "entry_state": {},
+        "exit_state": {}
+      }
     }
   ],
   "metadata": {
-    "total_annotations": 3,
-    "last_updated": "2025-10-25T16:17:02.931920"
+    "total_annotations": 5,
+    "last_updated": "2025-10-31T00:35:00.549074"
   }
 }