Best model: CFG_LTC_ASIAN_V6/run_20260523_093158_v3

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260523_093158_v3/results/train_v3.log

@@ -77,3 +77,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.1207. Lưu model...
   ☁️ Đang PUSH run run_20260523_093158_v3 lên HF (Background)...
 [10:25:51] PUSH RUN: run_20260523_093158_v3 -> HF (new/changed files only)...
+[10:25:53] ✔️ Push run run_20260523_093158_v3 hoàn tất!
+[Epoch 31] Loss(MSE:0.0853/CE:0.8545) | LR=9.50e-06 | Val V3 Score [0.115] - Loss(MSE:0.0055/CE:0.5391) |   >=53%: WR=70.9% | Score=0.152 | N=79 (34B/45S Bal:0.76) | >=60%: WR=78.9% | Score=0.152 | N=71 (28B/43S Bal:0.65) | >=66%: WR=86.7% | Score=0.141 | N=60 (22B/38S Bal:0.58) | >=73%: WR=93.5% | Score=0.079 | N=31 (12B/19S Bal:0.63)
+[Epoch 32] Loss(MSE:0.0846/CE:0.8534) | LR=8.61e-06 | Val V3 Score [0.128] - Loss(MSE:0.0055/CE:0.5378) |   >=53%: WR=65.9% | Score=0.152 | N=85 (32B/53S Bal:0.60) | >=60%: WR=78.9% | Score=0.152 | N=71 (29B/42S Bal:0.69) | >=67%: WR=90.2% | Score=0.149 | N=61 (23B/38S Bal:0.61) | >=74%: WR=94.7% | Score=0.098 | N=38 (12B/26S Bal:0.46)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.1279. Lưu model...
+  ☁️ Đang PUSH run run_20260523_093158_v3 lên HF (Background)...
+[10:29:14] PUSH RUN: run_20260523_093158_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260523_093158_v3/results/training_metrics_v3.json

@@ -8,22 +8,22 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 30,
+                "epoch": 32,
                 "max_threshold": 0.74,
-                "composite_score": 0.12069746376811594,
-                "val_loss": 0.5441876445497785,
+                "composite_score": 0.12794384057971014,
+                "val_loss": 0.5432991926159177,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 82,
-                        "win_rate": 0.6829268292682927,
+                        "total_signals": 85,
+                        "win_rate": 0.6588235294117647,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.15217391304347827,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8048780487804879,
-                        "total_buy": 33,
-                        "total_sell": 49
+                        "tus_score": 0.7529411764705882,
+                        "total_buy": 32,
+                        "total_sell": 53
                     },
                     {
                         "threshold": 0.6,
@@ -40,10 +40,10 @@
                     {
                         "threshold": 0.67,
                         "total_signals": 61,
-                        "win_rate": 0.8852459016393442,
+                        "win_rate": 0.9016393442622951,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1467391304347826,
+                        "ev_score": 0.14945652173913043,
                         "sharpe_score": 0.0,
                         "tus_score": 0.7540983606557377,
                         "total_buy": 23,
@@ -51,22 +51,22 @@
                     },
                     {
                         "threshold": 0.74,
-                        "total_signals": 33,
-                        "win_rate": 0.9393939393939394,
+                        "total_signals": 38,
+                        "win_rate": 0.9473684210526315,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08423913043478261,
+                        "ev_score": 0.09782608695652173,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8484848484848485,
-                        "total_buy": 14,
-                        "total_sell": 19
+                        "tus_score": 0.631578947368421,
+                        "total_buy": 12,
+                        "total_sell": 26
                     }
                 ],
                 "win_rates": [
-                    0.6829268292682927,
+                    0.6588235294117647,
                     0.7887323943661971,
-                    0.8852459016393442,
-                    0.9393939393939394
+                    0.9016393442622951,
+                    0.9473684210526315
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.74
                 ],
                 "totals": [
-                    82,
+                    85,
                     71,
                     61,
-                    33
+                    38
                 ]
             }
         }