Best model: CFG_LTC_LONDON_V6/run_20260519_000945_v3

.gitattributes

@@ -746,3 +746,4 @@ workspaces/CFG_XAG_ASIAN_V5/runs/run_20260518_160000_v5_asian_pure_precision_sni
 workspaces/CFG_XAG_LONDON_V5/runs/run_20260518_101500_v5_london_breakout_sniper/brains/aamt_v3_CFG_XAG_LONDON_V5_final.pth filter=lfs diff=lfs merge=lfs -text
 workspaces/CFG_LTC_NY_V6/runs/run_20260518_150946_v6_NY_TripleAsset_Seed017/brains/aamt_v3_CFG_LTC_NY_V6_final.pth filter=lfs diff=lfs merge=lfs -text
 workspaces/CFG_XAG_NY_V5/runs/run_20260518_121000_v5_ny_balanced_sniper/brains/aamt_v3_CFG_XAG_NY_V5_final.pth filter=lfs diff=lfs merge=lfs -text
+workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/brains/aamt_v3_CFG_LTC_LONDON_V6_final.pth filter=lfs diff=lfs merge=lfs -text

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/brains/aamt_v3_CFG_LTC_LONDON_V6_final.pth

@@ -0,0 +1,3 @@
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+oid sha256:644cc009145cc964e159084bc1bb095fc768b25193948a3de6e2bbb17d55965d
+size 7042099

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/config.json

@@ -0,0 +1,91 @@
+{
+    "HF_RUN_ID": "run_20260519_001500_v6_LONDON_TripleAsset_FastScalp",
+    "MT5_PATH": "C:\\Program Files\\MetaTrader 5 EXNESS\\terminal64.exe",
+    "TARGET_SYMBOL": "LTCUSDT",
+    "EXECUTION_SYMBOL": "LTCUSDm",
+    "TARGET_PREFIX": "LTCUSDT",
+    "CONFIG_ID": "CFG_LTC_LONDON_V6",
+    "VERSION": "6.0",
+    "HF_CLOUD": {
+        "DATASET_REPO": "dung5k/argo_workspaces",
+        "MODEL_REPO": "dung5k/argo_workspaces",
+        "SYNC_CHUNKS": true
+    },
+    "FEATURE_ENGINEERING": {
+        "⚠️_STRICT_WARNING_⚠️": "TẤT CẢ MODULE MACRO_FEATURES LÀ BẮT BUỘC.",
+        "TP_PCT": 0.004,
+        "SL_PCT": 0.002,
+        "MAX_HOLD_BARS": 30,
+        "LABEL_MODE": "pct",
+        "PIP_SIZE": 0.01,
+        "lot_size": 0.1,
+        "CRYPTO_MODE": true,
+        "MTF_INPUTS": [
+            {
+                "SYMBOL": "LTCUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "bb_width",
+                    "rsi_14_scaled",
+                    "hour_sin",
+                    "hour_cos"
+                ]
+            },
+            {
+                "SYMBOL": "BTCUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "rsi_14_scaled"
+                ]
+            },
+            {
+                "SYMBOL": "ETHUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "rsi_14_scaled"
+                ]
+            }
+        ],
+        "VOL_REGIME": false,
+        "ORDER_FLOW": false
+    },
+    "TRAINING": {
+        "D_MODEL": 64,
+        "N_HEAD": 4,
+        "NUM_LAYERS": 3,
+        "BATCH_SIZE": 128,
+        "WARMUP_EPOCHS": 15,
+        "FINETUNE_EPOCHS": 60,
+        "LEARNING_RATE": 0.0001,
+        "DROPOUT_RATE": 0.1,
+        "LR_SCHEDULER": "cosine_warm"
+    },
+    "MT5_PATHS": {
+        "BINANCE": "LOCAL"
+    },
+    "DATA_SOURCE": {
+        "RAW_LOCAL_DIR": "workspaces/CFG_LTC_LONDON_V6/data/raw",
+        "DATASET_SUFFIX": "2026",
+        "TIMEFRAME": "M1",
+        "ROUTING": {
+            "LTCUSDT": "BINANCE",
+            "BTCUSDT": "BINANCE",
+            "ETHUSDT": "BINANCE"
+        }
+    },
+    "LIVE_BOT": {
+        "PAPER_TRADE": true,
+        "TRADE_PLATFORM": "BINANCE",
+        "MAX_ABSOLUTE_MSE": 0.8,
+        "MIN_PROBABILITY_THRESH": 0.65
+    }
+}

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/results/config.json

@@ -0,0 +1,91 @@
+{
+    "HF_RUN_ID": "run_20260519_001500_v6_LONDON_TripleAsset_FastScalp",
+    "MT5_PATH": "C:\\Program Files\\MetaTrader 5 EXNESS\\terminal64.exe",
+    "TARGET_SYMBOL": "LTCUSDT",
+    "EXECUTION_SYMBOL": "LTCUSDm",
+    "TARGET_PREFIX": "LTCUSDT",
+    "CONFIG_ID": "CFG_LTC_LONDON_V6",
+    "VERSION": "6.0",
+    "HF_CLOUD": {
+        "DATASET_REPO": "dung5k/argo_workspaces",
+        "MODEL_REPO": "dung5k/argo_workspaces",
+        "SYNC_CHUNKS": true
+    },
+    "FEATURE_ENGINEERING": {
+        "⚠️_STRICT_WARNING_⚠️": "TẤT CẢ MODULE MACRO_FEATURES LÀ BẮT BUỘC.",
+        "TP_PCT": 0.004,
+        "SL_PCT": 0.002,
+        "MAX_HOLD_BARS": 30,
+        "LABEL_MODE": "pct",
+        "PIP_SIZE": 0.01,
+        "lot_size": 0.1,
+        "CRYPTO_MODE": true,
+        "MTF_INPUTS": [
+            {
+                "SYMBOL": "LTCUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "bb_width",
+                    "rsi_14_scaled",
+                    "hour_sin",
+                    "hour_cos"
+                ]
+            },
+            {
+                "SYMBOL": "BTCUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "rsi_14_scaled"
+                ]
+            },
+            {
+                "SYMBOL": "ETHUSDT",
+                "TIMEFRAME": "5min",
+                "WINDOW_SIZE": 60,
+                "FEATURES": [
+                    "log_return_close",
+                    "body_pct",
+                    "rsi_14_scaled"
+                ]
+            }
+        ],
+        "VOL_REGIME": false,
+        "ORDER_FLOW": false
+    },
+    "TRAINING": {
+        "D_MODEL": 64,
+        "N_HEAD": 4,
+        "NUM_LAYERS": 3,
+        "BATCH_SIZE": 128,
+        "WARMUP_EPOCHS": 15,
+        "FINETUNE_EPOCHS": 60,
+        "LEARNING_RATE": 0.0001,
+        "DROPOUT_RATE": 0.1,
+        "LR_SCHEDULER": "cosine_warm"
+    },
+    "MT5_PATHS": {
+        "BINANCE": "LOCAL"
+    },
+    "DATA_SOURCE": {
+        "RAW_LOCAL_DIR": "workspaces/CFG_LTC_LONDON_V6/data/raw",
+        "DATASET_SUFFIX": "2026",
+        "TIMEFRAME": "M1",
+        "ROUTING": {
+            "LTCUSDT": "BINANCE",
+            "BTCUSDT": "BINANCE",
+            "ETHUSDT": "BINANCE"
+        }
+    },
+    "LIVE_BOT": {
+        "PAPER_TRADE": true,
+        "TRADE_PLATFORM": "BINANCE",
+        "MAX_ABSOLUTE_MSE": 0.8,
+        "MIN_PROBABILITY_THRESH": 0.65
+    }
+}

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/results/train_v3.log

@@ -0,0 +1,6 @@
+[PACK] Kèm theo scaler file vào: D:\DungLA\client1\workspaces\CFG_LTC_LONDON_V6\runs\run_20260519_000945_v3\brains
+--- 🚀 BẮT ĐẦU VÒNG LẶP FINE-TUNING ĐA NHIỆM (Infinite Loop) ---
+[Epoch 1] Loss(MSE:0.0199/CE:2.8992) | LR=1.00e-04 | Val V3 Score [0.097] - Loss(MSE:0.0040/CE:2.7974) |   >=53%: WR=35.3% | Score=0.158 | N=283 (185B/98S Bal:0.53) | >=66%: WR=54.9% | Score=0.133 | N=153 (92B/61S Bal:0.66) | >=79%: WR=73.2% | Score=0.130 | N=112 (68B/44S Bal:0.65) | >=92%: WR=100.0% | Score=0.051 | N=32 (29B/3S Bal:0.10)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0968. Lưu model...
+  ☁️ Đang PUSH run run_20260519_000945_v3 lên HF (Background)...
+[01:00:42] PUSH RUN: run_20260519_000945_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260519_000945_v3/results/training_metrics_v3.json

@@ -0,0 +1,86 @@
+{
+    "target": "ltcusdt",
+    "version": "Transformer_V3",
+    "dimensions": {
+        "num_features_target": 0,
+        "num_features_macro": 38
+    },
+    "sessions": {
+        "ny": {
+            "BEST_VLOSS": {
+                "epoch": 1,
+                "max_threshold": 0.92,
+                "composite_score": 0.09678270042194093,
+                "val_loss": 2.8013231777743006,
+                "threshold_metrics": [
+                    {
+                        "threshold": 0.53,
+                        "total_signals": 283,
+                        "win_rate": 0.35335689045936397,
+                        "avg_win_return": 0.001,
+                        "avg_loss_return": 0.001,
+                        "ev_score": 0.15822784810126583,
+                        "sharpe_score": 0.0,
+                        "tus_score": 0.6925795053003534,
+                        "total_buy": 185,
+                        "total_sell": 98
+                    },
+                    {
+                        "threshold": 0.66,
+                        "total_signals": 153,
+                        "win_rate": 0.5490196078431373,
+                        "avg_win_return": 0.001,
+                        "avg_loss_return": 0.001,
+                        "ev_score": 0.1329113924050633,
+                        "sharpe_score": 0.0,
+                        "tus_score": 0.7973856209150327,
+                        "total_buy": 92,
+                        "total_sell": 61
+                    },
+                    {
+                        "threshold": 0.79,
+                        "total_signals": 112,
+                        "win_rate": 0.7321428571428571,
+                        "avg_win_return": 0.001,
+                        "avg_loss_return": 0.001,
+                        "ev_score": 0.12974683544303797,
+                        "sharpe_score": 0.0,
+                        "tus_score": 0.7857142857142857,
+                        "total_buy": 68,
+                        "total_sell": 44
+                    },
+                    {
+                        "threshold": 0.92,
+                        "total_signals": 32,
+                        "win_rate": 1.0,
+                        "avg_win_return": 0.001,
+                        "avg_loss_return": 0.001,
+                        "ev_score": 0.05063291139240506,
+                        "sharpe_score": 0.0,
+                        "tus_score": 0.1875,
+                        "total_buy": 29,
+                        "total_sell": 3
+                    }
+                ],
+                "win_rates": [
+                    0.35335689045936397,
+                    0.5490196078431373,
+                    0.7321428571428571,
+                    1.0
+                ],
+                "thresholds": [
+                    0.53,
+                    0.66,
+                    0.79,
+                    0.92
+                ],
+                "totals": [
+                    283,
+                    153,
+                    112,
+                    32
+                ]
+            }
+        }
+    }
+}