Best model: CFG_LTC_NY_V6/run_20260524_003205_v6_NY_resume_epoch_104

workspaces/CFG_LTC_NY_V6/runs/run_20260524_003205_v6_NY_resume_epoch_104/results/train_v3.log

@@ -329,3 +329,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0608. Lưu model...
   ☁️ Đang PUSH run run_20260524_003205_v6_NY_resume_epoch_104 lên HF (Background)...
 [02:50:12] PUSH RUN: run_20260524_003205_v6_NY_resume_epoch_104 -> HF (new/changed files only)...
+[02:50:16] ✔️ Push run run_20260524_003205_v6_NY_resume_epoch_104 hoàn tất!
+[Epoch 67] Loss(MSE:0.0245/CE:0.7761) | LR=7.54e-06 | Val V3 Score [0.029] - Loss(MSE:0.0012/CE:0.5816) |   >=53%: WR=31.5% | Score=0.000 | N=54 (29B/25S Bal:0.86) | >=60%: WR=42.6% | Score=0.000 | N=47 (26B/21S Bal:0.81) | >=66%: WR=57.9% | Score=0.029 | N=38 (22B/16S Bal:0.73) | >=73%: WR=64.5% | Score=0.030 | N=31 (21B/10S Bal:0.48)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0608. Lưu model...
+  ☁️ Đang PUSH run run_20260524_003205_v6_NY_resume_epoch_104 lên HF (Background)...
+[02:52:06] PUSH RUN: run_20260524_003205_v6_NY_resume_epoch_104 -> HF (new/changed files only)...

workspaces/CFG_LTC_NY_V6/runs/run_20260524_003205_v6_NY_resume_epoch_104/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 66,
-                "max_threshold": 0.71,
-                "composite_score": 0.015086038112974301,
-                "val_loss": 0.5299648543198904,
+                "epoch": 67,
+                "max_threshold": 0.73,
+                "composite_score": 0.0294058998117696,
+                "val_loss": 0.5827945225379046,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 47,
-                        "win_rate": 0.3829787234042553,
+                        "total_signals": 54,
+                        "win_rate": 0.3148148148148148,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6808510638297872,
-                        "total_buy": 31,
-                        "total_sell": 16
+                        "tus_score": 0.9259259259259259,
+                        "total_buy": 29,
+                        "total_sell": 25
                     },
                     {
-                        "threshold": 0.59,
-                        "total_signals": 39,
-                        "win_rate": 0.5384615384615384,
+                        "threshold": 0.5967,
+                        "total_signals": 47,
+                        "win_rate": 0.425531914893617,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.007962173393623113,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.46153846153846156,
-                        "total_buy": 30,
-                        "total_sell": 9
+                        "tus_score": 0.8936170212765957,
+                        "total_buy": 26,
+                        "total_sell": 21
                     },
                     {
-                        "threshold": 0.65,
-                        "total_signals": 35,
-                        "win_rate": 0.6,
+                        "threshold": 0.6633,
+                        "total_signals": 38,
+                        "win_rate": 0.5789473684210527,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.019611314198120268,
+                        "ev_score": 0.028680030255162445,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.5142857142857142,
-                        "total_buy": 26,
-                        "total_sell": 9
+                        "tus_score": 0.8421052631578947,
+                        "total_buy": 22,
+                        "total_sell": 16
                     },
                     {
-                        "threshold": 0.71,
-                        "total_signals": 33,
-                        "win_rate": 0.5757575757575758,
+                        "threshold": 0.73,
+                        "total_signals": 31,
+                        "win_rate": 0.6451612903225806,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.01282340007040132,
+                        "ev_score": 0.02976883459007318,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.48484848484848486,
-                        "total_buy": 25,
-                        "total_sell": 8
+                        "tus_score": 0.6451612903225806,
+                        "total_buy": 21,
+                        "total_sell": 10
                     }
                 ],
                 "win_rates": [
-                    0.3829787234042553,
-                    0.5384615384615384,
-                    0.6,
-                    0.5757575757575758
+                    0.3148148148148148,
+                    0.425531914893617,
+                    0.5789473684210527,
+                    0.6451612903225806
                 ],
                 "thresholds": [
                     0.53,
-                    0.59,
-                    0.65,
-                    0.71
+                    0.5967,
+                    0.6633,
+                    0.73
                 ],
                 "totals": [
+                    54,
                     47,
-                    39,
-                    35,
-                    33
+                    38,
+                    31
                 ]
             }
         }