Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/train_v3.log

@@ -25,3 +25,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0704. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:35:48] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:35:49] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 7] Loss(MSE:0.0417/CE:0.8170) | LR=1.34e-05 | Val V3 Score [0.065] - Loss(MSE:0.0054/CE:0.5110) |   >=53%: WR=58.3% | Score=0.105 | N=175 (79B/96S Bal:0.82) | >=61%: WR=68.2% | Score=0.104 | N=148 (62B/86S Bal:0.72) | >=70%: WR=74.3% | Score=0.086 | N=113 (56B/57S Bal:0.98) | >=78%: WR=89.7% | Score=0.036 | N=39 (28B/11S Bal:0.39)
+[Epoch 8] Loss(MSE:0.0424/CE:0.8114) | LR=1.15e-05 | Val V3 Score [0.072] - Loss(MSE:0.0049/CE:0.5394) |   >=53%: WR=50.5% | Score=0.105 | N=202 (88B/114S Bal:0.77) | >=61%: WR=62.7% | Score=0.109 | N=169 (76B/93S Bal:0.82) | >=70%: WR=72.2% | Score=0.094 | N=126 (64B/62S Bal:0.97) | >=78%: WR=87.0% | Score=0.041 | N=46 (31B/15S Bal:0.48)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0717. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:37:22] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 6,
+                "epoch": 8,
                 "max_threshold": 0.78,
-                "composite_score": 0.07040082219938334,
-                "val_loss": 0.5702186610794415,
+                "composite_score": 0.07168550873586844,
+                "val_loss": 0.5442955791950226,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 212,
-                        "win_rate": 0.4528301886792453,
+                        "total_signals": 202,
+                        "win_rate": 0.504950495049505,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0986639260020555,
+                        "ev_score": 0.10483042137718397,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6320754716981132,
-                        "total_buy": 67,
-                        "total_sell": 145
+                        "tus_score": 0.8712871287128713,
+                        "total_buy": 88,
+                        "total_sell": 114
                     },
                     {
                         "threshold": 0.6133,
-                        "total_signals": 178,
-                        "win_rate": 0.5730337078651685,
+                        "total_signals": 169,
+                        "win_rate": 0.6272189349112426,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10483042137718396,
+                        "ev_score": 0.10894141829393629,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6404494382022472,
-                        "total_buy": 57,
-                        "total_sell": 121
+                        "tus_score": 0.8994082840236687,
+                        "total_buy": 76,
+                        "total_sell": 93
                     },
                     {
                         "threshold": 0.6967,
-                        "total_signals": 129,
-                        "win_rate": 0.7441860465116279,
+                        "total_signals": 126,
+                        "win_rate": 0.7222222222222222,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0986639260020555,
+                        "ev_score": 0.09352517985611511,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7286821705426356,
-                        "total_buy": 47,
-                        "total_sell": 82
+                        "tus_score": 0.9841269841269842,
+                        "total_buy": 64,
+                        "total_sell": 62
                     },
                     {
                         "threshold": 0.78,
-                        "total_signals": 34,
-                        "win_rate": 0.8823529411764706,
+                        "total_signals": 46,
+                        "win_rate": 0.8695652173913043,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.03083247687564234,
+                        "ev_score": 0.041109969167523124,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7647058823529411,
-                        "total_buy": 21,
-                        "total_sell": 13
+                        "tus_score": 0.6521739130434783,
+                        "total_buy": 31,
+                        "total_sell": 15
                     }
                 ],
                 "win_rates": [
-                    0.4528301886792453,
-                    0.5730337078651685,
-                    0.7441860465116279,
-                    0.8823529411764706
+                    0.504950495049505,
+                    0.6272189349112426,
+                    0.7222222222222222,
+                    0.8695652173913043
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.78
                 ],
                 "totals": [
-                    212,
-                    178,
-                    129,
-                    34
+                    202,
+                    169,
+                    126,
+                    46
                 ]
             }
         }