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

@@ -120,3 +120,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0652. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:03:18] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:03:21] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 46] Loss(MSE:0.2476/CE:0.9471) | LR=1.50e-05 | Val V3 Score [0.059] - Loss(MSE:0.0151/CE:0.5622) |   >=53%: WR=85.7% | Score=0.065 | N=28 (17B/11S Bal:0.65) | >=54%: WR=88.5% | Score=0.062 | N=26 (17B/9S Bal:0.53) | >=55%: WR=91.7% | Score=0.060 | N=24 (14B/10S Bal:0.71) | >=56%: WR=91.3% | Score=0.057 | N=23 (13B/10S Bal:0.77)
+[Epoch 47] Loss(MSE:0.2435/CE:0.9438) | LR=1.50e-05 | Val V3 Score [0.070] - Loss(MSE:0.0151/CE:0.5659) |   >=53%: WR=87.9% | Score=0.079 | N=33 (19B/14S Bal:0.74) | >=54%: WR=84.4% | Score=0.073 | N=32 (18B/14S Bal:0.78) | >=54%: WR=83.9% | Score=0.071 | N=31 (17B/14S Bal:0.82) | >=55%: WR=83.3% | Score=0.068 | N=30 (17B/13S Bal:0.76)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0695. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:04:25] 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": 45,
-                "max_threshold": 0.56,
-                "composite_score": 0.06521739130434782,
-                "val_loss": 0.5903477898665836,
+                "epoch": 47,
+                "max_threshold": 0.55,
+                "composite_score": 0.06951992753623189,
+                "val_loss": 0.5810024597815104,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 31,
-                        "win_rate": 0.8387096774193549,
+                        "total_signals": 33,
+                        "win_rate": 0.8787878787878788,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07065217391304349,
+                        "ev_score": 0.07880434782608695,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9032258064516129,
-                        "total_buy": 17,
+                        "tus_score": 0.8484848484848485,
+                        "total_buy": 19,
                         "total_sell": 14
                     },
                     {
-                        "threshold": 0.54,
-                        "total_signals": 30,
-                        "win_rate": 0.8666666666666667,
+                        "threshold": 0.5367,
+                        "total_signals": 32,
+                        "win_rate": 0.84375,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07065217391304349,
+                        "ev_score": 0.0733695652173913,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8666666666666667,
-                        "total_buy": 17,
-                        "total_sell": 13
+                        "tus_score": 0.875,
+                        "total_buy": 18,
+                        "total_sell": 14
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 29,
-                        "win_rate": 0.8275862068965517,
+                        "threshold": 0.5433,
+                        "total_signals": 31,
+                        "win_rate": 0.8387096774193549,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.06521739130434782,
+                        "ev_score": 0.07065217391304349,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.896551724137931,
-                        "total_buy": 16,
-                        "total_sell": 13
+                        "tus_score": 0.9032258064516129,
+                        "total_buy": 17,
+                        "total_sell": 14
                     },
                     {
-                        "threshold": 0.56,
-                        "total_signals": 28,
-                        "win_rate": 0.8571428571428571,
+                        "threshold": 0.55,
+                        "total_signals": 30,
+                        "win_rate": 0.8333333333333334,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.06521739130434782,
+                        "ev_score": 0.06793478260869566,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8571428571428572,
-                        "total_buy": 16,
-                        "total_sell": 12
+                        "tus_score": 0.8666666666666667,
+                        "total_buy": 17,
+                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
+                    0.8787878787878788,
+                    0.84375,
                     0.8387096774193549,
-                    0.8666666666666667,
-                    0.8275862068965517,
-                    0.8571428571428571
+                    0.8333333333333334
                 ],
                 "thresholds": [
                     0.53,
-                    0.54,
-                    0.55,
-                    0.56
+                    0.5367,
+                    0.5433,
+                    0.55
                 ],
                 "totals": [
+                    33,
+                    32,
                     31,
-                    30,
-                    29,
-                    28
+                    30
                 ]
             }
         }