diff --git a/models/dogeusdt/lgbm_filter.pkl b/models/dogeusdt/lgbm_filter.pkl
index 12a0988..bd71a22 100644
Binary files a/models/dogeusdt/lgbm_filter.pkl and b/models/dogeusdt/lgbm_filter.pkl differ
diff --git a/models/dogeusdt/lgbm_filter_prev.pkl b/models/dogeusdt/lgbm_filter_prev.pkl
index 01be3be..12a0988 100644
Binary files a/models/dogeusdt/lgbm_filter_prev.pkl and b/models/dogeusdt/lgbm_filter_prev.pkl differ
diff --git a/models/dogeusdt/training_log.json b/models/dogeusdt/training_log.json
index 9afea85..529cbb1 100644
--- a/models/dogeusdt/training_log.json
+++ b/models/dogeusdt/training_log.json
@@ -98,5 +98,30 @@
       "reg_lambda": 0.000157
     },
     "weight_scale": 1.783105
+  },
+  {
+    "date": "2026-03-21T19:04:07.386894",
+    "backend": "lgbm",
+    "auc": 0.9251,
+    "best_threshold": 0.3743,
+    "best_precision": 0.467,
+    "best_recall": 0.208,
+    "samples": 12172,
+    "features": 26,
+    "time_weight_decay": 2.0,
+    "model_path": "models/dogeusdt/lgbm_filter.pkl",
+    "tuned_params_path": null,
+    "lgbm_params": {
+      "n_estimators": 434,
+      "learning_rate": 0.123659,
+      "max_depth": 6,
+      "num_leaves": 14,
+      "min_child_samples": 10,
+      "subsample": 0.929062,
+      "colsample_bytree": 0.94633,
+      "reg_alpha": 0.573971,
+      "reg_lambda": 0.000157
+    },
+    "weight_scale": 1.783105
   }
 ]
\ No newline at end of file
diff --git a/models/solusdt/lgbm_filter.pkl b/models/solusdt/lgbm_filter.pkl
new file mode 100644
index 0000000..608d812
Binary files /dev/null and b/models/solusdt/lgbm_filter.pkl differ
diff --git a/models/solusdt/training_log.json b/models/solusdt/training_log.json
new file mode 100644
index 0000000..5d373a4
--- /dev/null
+++ b/models/solusdt/training_log.json
@@ -0,0 +1,27 @@
+[
+  {
+    "date": "2026-03-21T19:04:06.511618",
+    "backend": "lgbm",
+    "auc": 0.9185,
+    "best_threshold": 0.4455,
+    "best_precision": 0.418,
+    "best_recall": 0.444,
+    "samples": 11772,
+    "features": 26,
+    "time_weight_decay": 2.0,
+    "model_path": "models/solusdt/lgbm_filter.pkl",
+    "tuned_params_path": null,
+    "lgbm_params": {
+      "n_estimators": 434,
+      "learning_rate": 0.123659,
+      "max_depth": 6,
+      "num_leaves": 14,
+      "min_child_samples": 10,
+      "subsample": 0.929062,
+      "colsample_bytree": 0.94633,
+      "reg_alpha": 0.573971,
+      "reg_lambda": 0.000157
+    },
+    "weight_scale": 1.783105
+  }
+]
\ No newline at end of file
diff --git a/models/xrpusdt/lgbm_filter.pkl b/models/xrpusdt/lgbm_filter.pkl
index 8c64a16..e69b9ec 100644
Binary files a/models/xrpusdt/lgbm_filter.pkl and b/models/xrpusdt/lgbm_filter.pkl differ
diff --git a/models/xrpusdt/lgbm_filter_prev.pkl b/models/xrpusdt/lgbm_filter_prev.pkl
index 6cf31ce..8c64a16 100644
Binary files a/models/xrpusdt/lgbm_filter_prev.pkl and b/models/xrpusdt/lgbm_filter_prev.pkl differ
diff --git a/models/xrpusdt/training_log.json b/models/xrpusdt/training_log.json
index fc8e0f6..5e02b24 100644
--- a/models/xrpusdt/training_log.json
+++ b/models/xrpusdt/training_log.json
@@ -98,5 +98,30 @@
       "reg_lambda": 0.000157
     },
     "weight_scale": 1.783105
+  },
+  {
+    "date": "2026-03-21T19:04:05.287371",
+    "backend": "lgbm",
+    "auc": 0.9237,
+    "best_threshold": 0.5306,
+    "best_precision": 0.494,
+    "best_recall": 0.303,
+    "samples": 12156,
+    "features": 26,
+    "time_weight_decay": 2.0,
+    "model_path": "models/xrpusdt/lgbm_filter.pkl",
+    "tuned_params_path": null,
+    "lgbm_params": {
+      "n_estimators": 434,
+      "learning_rate": 0.123659,
+      "max_depth": 6,
+      "num_leaves": 14,
+      "min_child_samples": 10,
+      "subsample": 0.929062,
+      "colsample_bytree": 0.94633,
+      "reg_alpha": 0.573971,
+      "reg_lambda": 0.000157
+    },
+    "weight_scale": 1.783105
   }
 ]
\ No newline at end of file