Best model: CFG_LTC_ASIAN_V6/run_20260522_160413_v6_ASIAN_ETH_Leader

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/train_v3.log

@@ -155,3 +155,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0904. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:09:22] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:09:23] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 57] Loss(MSE:0.2116/CE:0.8995) | LR=1.39e-05 | Val V3 Score [0.088] - Loss(MSE:0.0143/CE:0.5457) |   >=53%: WR=67.9% | Score=0.103 | N=56 (29B/27S Bal:0.93) | >=58%: WR=79.2% | Score=0.114 | N=53 (27B/26S Bal:0.96) | >=63%: WR=85.7% | Score=0.098 | N=42 (21B/21S Bal:1.00) | >=68%: WR=90.0% | Score=0.073 | N=30 (17B/13S Bal:0.76)
+[Epoch 58] Loss(MSE:0.2088/CE:0.8959) | LR=1.37e-05 | Val V3 Score [0.094] - Loss(MSE:0.0145/CE:0.5319) |   >=53%: WR=76.4% | Score=0.114 | N=55 (26B/29S Bal:0.90) | >=57%: WR=82.0% | Score=0.111 | N=50 (24B/26S Bal:0.92) | >=62%: WR=92.9% | Score=0.106 | N=42 (20B/22S Bal:0.91) | >=66%: WR=90.3% | Score=0.076 | N=31 (18B/13S Bal:0.72)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0935. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:10:28] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 56,
-                "max_threshold": 0.65,
-                "composite_score": 0.09035326086956522,
-                "val_loss": 0.5558383098670414,
+                "epoch": 58,
+                "max_threshold": 0.66,
+                "composite_score": 0.09352355072463767,
+                "val_loss": 0.5464598315102713,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 54,
-                        "win_rate": 0.6851851851851852,
+                        "total_signals": 55,
+                        "win_rate": 0.7636363636363637,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10054347826086958,
+                        "ev_score": 0.1141304347826087,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 27,
-                        "total_sell": 27
+                        "tus_score": 0.9454545454545454,
+                        "total_buy": 26,
+                        "total_sell": 29
                     },
                     {
-                        "threshold": 0.57,
-                        "total_signals": 47,
-                        "win_rate": 0.8297872340425532,
+                        "threshold": 0.5733,
+                        "total_signals": 50,
+                        "win_rate": 0.82,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10597826086956523,
+                        "ev_score": 0.11141304347826085,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9787234042553191,
-                        "total_buy": 23,
-                        "total_sell": 24
+                        "tus_score": 0.96,
+                        "total_buy": 24,
+                        "total_sell": 26
                     },
                     {
-                        "threshold": 0.61,
-                        "total_signals": 41,
-                        "win_rate": 0.9024390243902439,
+                        "threshold": 0.6167,
+                        "total_signals": 42,
+                        "win_rate": 0.9285714285714286,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10054347826086957,
+                        "ev_score": 0.10597826086956522,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.926829268292683,
-                        "total_buy": 19,
+                        "tus_score": 0.9523809523809523,
+                        "total_buy": 20,
                         "total_sell": 22
                     },
                     {
-                        "threshold": 0.65,
-                        "total_signals": 32,
-                        "win_rate": 0.875,
+                        "threshold": 0.66,
+                        "total_signals": 31,
+                        "win_rate": 0.9032258064516129,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07608695652173914,
+                        "ev_score": 0.07608695652173912,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8125,
-                        "total_buy": 19,
+                        "tus_score": 0.8387096774193549,
+                        "total_buy": 18,
                         "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.6851851851851852,
-                    0.8297872340425532,
-                    0.9024390243902439,
-                    0.875
+                    0.7636363636363637,
+                    0.82,
+                    0.9285714285714286,
+                    0.9032258064516129
                 ],
                 "thresholds": [
                     0.53,
-                    0.57,
-                    0.61,
-                    0.65
+                    0.5733,
+                    0.6167,
+                    0.66
                 ],
                 "totals": [
-                    54,
-                    47,
-                    41,
-                    32
+                    55,
+                    50,
+                    42,
+                    31
                 ]
             }
         }