Best model: CFG_LTC_LONDON_V6/run_20260519_045237_v3

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_045237_v3/brains/aamt_v3_CFG_LTC_LONDON_V6_final.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:95e559dfee57056337fa914b0d6851eb4b3da2c63a4b7583eef955ee7ea1a924
+oid sha256:6939f73f6a620e5e8b0e578afbeb769f7d7731ff68cdece33e4356166377b468
 size 7042099

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_045237_v3/results/train_v3.log

@@ -9,3 +9,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0989. Lưu model...
   ☁️ Đang PUSH run run_20260519_045237_v3 lên HF (Background)...
 [05:18:30] PUSH RUN: run_20260519_045237_v3 -> HF (new/changed files only)...
+[05:18:46] ✔️ Push run run_20260519_045237_v3 hoàn tất!
+[Epoch 3] Loss(MSE:0.0153/CE:2.8800) | LR=9.57e-05 | Val V3 Score [0.095] - Loss(MSE:0.0033/CE:2.8110) |   >=53%: WR=47.7% | Score=0.147 | N=195 (126B/69S Bal:0.55) | >=66%: WR=56.8% | Score=0.131 | N=146 (97B/49S Bal:0.51) | >=80%: WR=70.4% | Score=0.128 | N=115 (86B/29S Bal:0.34) | >=93%: WR=100.0% | Score=0.049 | N=31 (29B/2S Bal:0.07)
+[Epoch 4] Loss(MSE:0.0148/CE:2.8713) | LR=9.05e-05 | Val V3 Score [0.100] - Loss(MSE:0.0016/CE:2.8111) |   >=53%: WR=42.2% | Score=0.149 | N=223 (161B/62S Bal:0.39) | >=66%: WR=60.0% | Score=0.138 | N=145 (104B/41S Bal:0.39) | >=79%: WR=76.9% | Score=0.131 | N=108 (78B/30S Bal:0.38) | >=92%: WR=100.0% | Score=0.057 | N=36 (25B/11S Bal:0.44)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.1003. Lưu model...
+  ☁️ Đang PUSH run run_20260519_045237_v3 lên HF (Background)...
+[05:25:40] PUSH RUN: run_20260519_045237_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_045237_v3/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 2,
-                "max_threshold": 0.93,
-                "composite_score": 0.09889240506329114,
-                "val_loss": 2.8146474180596597,
+                "epoch": 4,
+                "max_threshold": 0.92,
+                "composite_score": 0.1003428270042194,
+                "val_loss": 2.8127166794592076,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 238,
-                        "win_rate": 0.40336134453781514,
+                        "total_signals": 223,
+                        "win_rate": 0.42152466367713004,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1518987341772152,
+                        "ev_score": 0.14873417721518986,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.5966386554621849,
-                        "total_buy": 167,
-                        "total_sell": 71
+                        "tus_score": 0.5560538116591929,
+                        "total_buy": 161,
+                        "total_sell": 62
                     },
                     {
-                        "threshold": 0.6633,
-                        "total_signals": 153,
-                        "win_rate": 0.5686274509803921,
+                        "threshold": 0.66,
+                        "total_signals": 145,
+                        "win_rate": 0.6,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.13765822784810128,
+                        "ev_score": 0.13765822784810125,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6405228758169934,
+                        "tus_score": 0.5655172413793104,
                         "total_buy": 104,
-                        "total_sell": 49
+                        "total_sell": 41
                     },
                     {
-                        "threshold": 0.7967,
-                        "total_signals": 121,
-                        "win_rate": 0.6611570247933884,
+                        "threshold": 0.79,
+                        "total_signals": 108,
+                        "win_rate": 0.7685185185185185,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.12658227848101267,
+                        "ev_score": 0.1313291139240506,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6115702479338843,
-                        "total_buy": 84,
-                        "total_sell": 37
+                        "tus_score": 0.5555555555555556,
+                        "total_buy": 78,
+                        "total_sell": 30
                     },
                     {
-                        "threshold": 0.93,
-                        "total_signals": 44,
-                        "win_rate": 0.8636363636363636,
+                        "threshold": 0.92,
+                        "total_signals": 36,
+                        "win_rate": 1.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.06012658227848101,
+                        "ev_score": 0.056962025316455694,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.2272727272727273,
-                        "total_buy": 39,
-                        "total_sell": 5
+                        "tus_score": 0.6111111111111112,
+                        "total_buy": 25,
+                        "total_sell": 11
                     }
                 ],
                 "win_rates": [
-                    0.40336134453781514,
-                    0.5686274509803921,
-                    0.6611570247933884,
-                    0.8636363636363636
+                    0.42152466367713004,
+                    0.6,
+                    0.7685185185185185,
+                    1.0
                 ],
                 "thresholds": [
                     0.53,
-                    0.6633,
-                    0.7967,
-                    0.93
+                    0.66,
+                    0.79,
+                    0.92
                 ],
                 "totals": [
-                    238,
-                    153,
-                    121,
-                    44
+                    223,
+                    145,
+                    108,
+                    36
                 ]
             }
         }