Best model: CFG_LTC_ASIAN_V6/run_20260523_093158_v3

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

@@ -70,3 +70,10 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.1182. Lưu model...
   ☁️ Đang PUSH run run_20260523_093158_v3 lên HF (Background)...
 [10:21:02] PUSH RUN: run_20260523_093158_v3 -> HF (new/changed files only)...
+[10:21:03] ✔️ Push run run_20260523_093158_v3 hoàn tất!
+[Epoch 28] Loss(MSE:0.0870/CE:0.8575) | LR=1.21e-05 | Val V3 Score [0.114] - Loss(MSE:0.0059/CE:0.5368) |   >=53%: WR=70.0% | Score=0.152 | N=80 (39B/41S Bal:0.95) | >=60%: WR=82.9% | Score=0.158 | N=70 (34B/36S Bal:0.94) | >=66%: WR=81.7% | Score=0.133 | N=60 (26B/34S Bal:0.76) | >=73%: WR=94.1% | Score=0.087 | N=34 (18B/16S Bal:0.89)
+[Epoch 29] Loss(MSE:0.0862/CE:0.8568) | LR=1.13e-05 | Val V3 Score [0.101] - Loss(MSE:0.0061/CE:0.5221) |   >=53%: WR=79.5% | Score=0.158 | N=73 (32B/41S Bal:0.78) | >=60%: WR=81.2% | Score=0.141 | N=64 (31B/33S Bal:0.94) | >=67%: WR=86.3% | Score=0.120 | N=51 (23B/28S Bal:0.82) | >=74%: WR=93.3% | Score=0.076 | N=30 (13B/17S Bal:0.76)
+[Epoch 30] Loss(MSE:0.0863/CE:0.8547) | LR=1.04e-05 | Val V3 Score [0.121] - Loss(MSE:0.0057/CE:0.5385) |   >=53%: WR=68.3% | Score=0.152 | N=82 (33B/49S Bal:0.67) | >=60%: WR=78.9% | Score=0.152 | N=71 (29B/42S Bal:0.69) | >=67%: WR=88.5% | Score=0.147 | N=61 (23B/38S Bal:0.61) | >=74%: WR=93.9% | Score=0.084 | N=33 (14B/19S Bal:0.74)
+  🏆 [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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 27,
-                "max_threshold": 0.72,
-                "composite_score": 0.11820652173913043,
-                "val_loss": 0.5449957498482295,
+                "epoch": 30,
+                "max_threshold": 0.74,
+                "composite_score": 0.12069746376811594,
+                "val_loss": 0.5441876445497785,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 80,
-                        "win_rate": 0.7375,
+                        "total_signals": 82,
+                        "win_rate": 0.6829268292682927,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.16032608695652176,
+                        "ev_score": 0.15217391304347827,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.875,
-                        "total_buy": 35,
-                        "total_sell": 45
+                        "tus_score": 0.8048780487804879,
+                        "total_buy": 33,
+                        "total_sell": 49
                     },
                     {
-                        "threshold": 0.5933,
+                        "threshold": 0.6,
                         "total_signals": 71,
-                        "win_rate": 0.7746478873239436,
+                        "win_rate": 0.7887323943661971,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.14945652173913043,
+                        "ev_score": 0.15217391304347824,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7887323943661972,
-                        "total_buy": 28,
-                        "total_sell": 43
+                        "tus_score": 0.8169014084507042,
+                        "total_buy": 29,
+                        "total_sell": 42
                     },
                     {
-                        "threshold": 0.6567,
-                        "total_signals": 58,
-                        "win_rate": 0.8793103448275862,
+                        "threshold": 0.67,
+                        "total_signals": 61,
+                        "win_rate": 0.8852459016393442,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.13858695652173914,
+                        "ev_score": 0.1467391304347826,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7586206896551724,
-                        "total_buy": 22,
-                        "total_sell": 36
+                        "tus_score": 0.7540983606557377,
+                        "total_buy": 23,
+                        "total_sell": 38
                     },
                     {
-                        "threshold": 0.72,
-                        "total_signals": 36,
-                        "win_rate": 0.9166666666666666,
+                        "threshold": 0.74,
+                        "total_signals": 33,
+                        "win_rate": 0.9393939393939394,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08967391304347826,
+                        "ev_score": 0.08423913043478261,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 18,
-                        "total_sell": 18
+                        "tus_score": 0.8484848484848485,
+                        "total_buy": 14,
+                        "total_sell": 19
                     }
                 ],
                 "win_rates": [
-                    0.7375,
-                    0.7746478873239436,
-                    0.8793103448275862,
-                    0.9166666666666666
+                    0.6829268292682927,
+                    0.7887323943661971,
+                    0.8852459016393442,
+                    0.9393939393939394
                 ],
                 "thresholds": [
                     0.53,
-                    0.5933,
-                    0.6567,
-                    0.72
+                    0.6,
+                    0.67,
+                    0.74
                 ],
                 "totals": [
-                    80,
+                    82,
                     71,
-                    58,
-                    36
+                    61,
+                    33
                 ]
             }
         }