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

@@ -136,3 +136,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0743. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:05:31] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:05:32] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 50] Loss(MSE:0.2326/CE:0.9317) | LR=1.48e-05 | Val V3 Score [0.084] - Loss(MSE:0.0147/CE:0.5652) |   >=53%: WR=76.7% | Score=0.090 | N=43 (22B/21S Bal:0.95) | >=55%: WR=87.2% | Score=0.092 | N=39 (20B/19S Bal:0.95) | >=58%: WR=86.5% | Score=0.087 | N=37 (21B/16S Bal:0.76) | >=60%: WR=90.6% | Score=0.079 | N=32 (19B/13S Bal:0.68)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0836. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:06:04] 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": 49,
-                "max_threshold": 0.57,
-                "composite_score": 0.07427536231884058,
-                "val_loss": 0.5741358714444297,
+                "epoch": 50,
+                "max_threshold": 0.6,
+                "composite_score": 0.08355978260869566,
+                "val_loss": 0.5798833723579134,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 38,
-                        "win_rate": 0.9210526315789473,
+                        "total_signals": 43,
+                        "win_rate": 0.7674418604651163,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0951086956521739,
+                        "ev_score": 0.08967391304347827,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 19,
-                        "total_sell": 19
+                        "tus_score": 0.9767441860465116,
+                        "total_buy": 22,
+                        "total_sell": 21
                     },
                     {
-                        "threshold": 0.5433,
-                        "total_signals": 35,
-                        "win_rate": 0.9142857142857143,
+                        "threshold": 0.5533,
+                        "total_signals": 39,
+                        "win_rate": 0.8717948717948718,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08695652173913043,
+                        "ev_score": 0.09239130434782608,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9142857142857143,
-                        "total_buy": 19,
-                        "total_sell": 16
+                        "tus_score": 0.9743589743589743,
+                        "total_buy": 20,
+                        "total_sell": 19
                     },
                     {
-                        "threshold": 0.5567,
-                        "total_signals": 33,
-                        "win_rate": 0.8787878787878788,
+                        "threshold": 0.5767,
+                        "total_signals": 37,
+                        "win_rate": 0.8648648648648649,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07880434782608695,
+                        "ev_score": 0.08695652173913045,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9090909090909091,
-                        "total_buy": 18,
-                        "total_sell": 15
+                        "tus_score": 0.8648648648648649,
+                        "total_buy": 21,
+                        "total_sell": 16
                     },
                     {
-                        "threshold": 0.57,
-                        "total_signals": 30,
-                        "win_rate": 0.8333333333333334,
+                        "threshold": 0.6,
+                        "total_signals": 32,
+                        "win_rate": 0.90625,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.06793478260869566,
+                        "ev_score": 0.07880434782608696,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 15,
-                        "total_sell": 15
+                        "tus_score": 0.8125,
+                        "total_buy": 19,
+                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.9210526315789473,
-                    0.9142857142857143,
-                    0.8787878787878788,
-                    0.8333333333333334
+                    0.7674418604651163,
+                    0.8717948717948718,
+                    0.8648648648648649,
+                    0.90625
                 ],
                 "thresholds": [
                     0.53,
-                    0.5433,
-                    0.5567,
-                    0.57
+                    0.5533,
+                    0.5767,
+                    0.6
                 ],
                 "totals": [
-                    38,
-                    35,
-                    33,
-                    30
+                    43,
+                    39,
+                    37,
+                    32
                 ]
             }
         }