Hugging Face's logo

Datasets:
dung5k
/
argo_workspaces

Dataset card Files
xet
 Community
1
dung5k commited on
Commit
66b6889
·
verified ·
1 Parent(s): 3b8ee4f

Best model: CFG_LTC_NY_V6/run_20260522_221359_v3

Browse files
Files changed (4) hide show
  1. workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/config.json +111 -0
  2. workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/config.json +111 -0
  3. workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/train_v3.log +6 -0
  4. workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/training_metrics_v3.json +86 -0
workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/config.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "HF_RUN_ID": "",
3
+ "MT5_PATH": "C:\\Program Files\\MetaTrader 5 EXNESS\\terminal64.exe",
4
+ "TARGET_SYMBOL": "LTCUSDT",
5
+ "EXECUTION_SYMBOL": "LTCUSDm",
6
+ "TARGET_PREFIX": "LTCUSDT",
7
+ "CONFIG_ID": "CFG_LTC_NY_V6",
8
+ "VERSION": "6.0",
9
+ "HF_CLOUD": {
10
+ "DATASET_REPO": "dung5k/argo_workspaces",
11
+ "MODEL_REPO": "dung5k/argo_workspaces",
12
+ "SYNC_CHUNKS": true
13
+ },
14
+ "FEATURE_ENGINEERING": {
15
+ "⚠️_STRICT_WARNING_⚠️": "TẤT CẢ MODULE MACRO_FEATURES LÀ BẮT BUỘC.",
16
+ "TP_PCT": 0.006,
17
+ "SL_PCT": 0.003,
18
+ "MAX_HOLD_BARS": 180,
19
+ "LABEL_MODE": "pct",
20
+ "PIP_SIZE": 0.01,
21
+ "lot_size": 0.1,
22
+ "CRYPTO_MODE": true,
23
+ "MTF_INPUTS": [
24
+ {
25
+ "SYMBOL": "LTCUSDT",
26
+ "TIMEFRAME": "5min",
27
+ "WINDOW_SIZE": 180,
28
+ "FEATURES": [
29
+ "log_return_close",
30
+ "body_pct",
31
+ "bb_width",
32
+ "rsi_14_scaled",
33
+ "hour_sin",
34
+ "hour_cos",
35
+ "volatility_index",
36
+ "order_flow_imbalance",
37
+ "atr_14_scaled"
38
+ ]
39
+ },
40
+ {
41
+ "SYMBOL": "BTCUSDT",
42
+ "TIMEFRAME": "5min",
43
+ "WINDOW_SIZE": 180,
44
+ "FEATURES": [
45
+ "log_return_close",
46
+ "volatility_index",
47
+ "order_flow_imbalance"
48
+ ]
49
+ },
50
+ {
51
+ "SYMBOL": "ETHUSDT",
52
+ "TIMEFRAME": "5min",
53
+ "WINDOW_SIZE": 180,
54
+ "FEATURES": [
55
+ "log_return_close",
56
+ "volatility_index",
57
+ "order_flow_imbalance"
58
+ ]
59
+ },
60
+ {
61
+ "SYMBOL": "DOGEUSDT",
62
+ "TIMEFRAME": "5min",
63
+ "WINDOW_SIZE": 180,
64
+ "FEATURES": [
65
+ "log_return_close",
66
+ "volatility_index",
67
+ "order_flow_imbalance"
68
+ ]
69
+ }
70
+ ],
71
+ "VOL_REGIME": true,
72
+ "ORDER_FLOW": true,
73
+ "WINDOW_SIZE": 180
74
+ },
75
+ "TRAINING": {
76
+ "D_MODEL": 128,
77
+ "N_HEAD": 8,
78
+ "NUM_LAYERS": 4,
79
+ "BATCH_SIZE": 64,
80
+ "WARMUP_EPOCHS": 10,
81
+ "FINETUNE_EPOCHS": 80,
82
+ "LEARNING_RATE": 1e-05,
83
+ "DROPOUT_RATE": 0.3,
84
+ "LR_SCHEDULER": "cosine_warm"
85
+ },
86
+ "MT5_PATHS": {
87
+ "BINANCE": "BINANCE"
88
+ },
89
+ "DATA_SOURCE": {
90
+ "RAW_LOCAL_DIR": "workspaces/CFG_LTC_NY_V6/data/raw",
91
+ "DATASET_SUFFIX": "2026",
92
+ "TIMEFRAME": "M5",
93
+ "ROUTING": {
94
+ "LTCUSDT": "BINANCE",
95
+ "BTCUSDT": "BINANCE",
96
+ "ETHUSDT": "BINANCE",
97
+ "DOGEUSDT": "BINANCE"
98
+ }
99
+ },
100
+ "LIVE_BOT": {
101
+ "PAPER_TRADE": true,
102
+ "TRADE_PLATFORM": "BINANCE",
103
+ "MAX_ABSOLUTE_MSE": 0.8,
104
+ "MIN_PROBABILITY_THRESH": 0.59
105
+ },
106
+ "SESSION": "ny",
107
+ "SESSION_UTC": {
108
+ "START": "13:00",
109
+ "END": "21:00"
110
+ }
111
+ }
workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/config.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "HF_RUN_ID": "",
3
+ "MT5_PATH": "C:\\Program Files\\MetaTrader 5 EXNESS\\terminal64.exe",
4
+ "TARGET_SYMBOL": "LTCUSDT",
5
+ "EXECUTION_SYMBOL": "LTCUSDm",
6
+ "TARGET_PREFIX": "LTCUSDT",
7
+ "CONFIG_ID": "CFG_LTC_NY_V6",
8
+ "VERSION": "6.0",
9
+ "HF_CLOUD": {
10
+ "DATASET_REPO": "dung5k/argo_workspaces",
11
+ "MODEL_REPO": "dung5k/argo_workspaces",
12
+ "SYNC_CHUNKS": true
13
+ },
14
+ "FEATURE_ENGINEERING": {
15
+ "⚠️_STRICT_WARNING_⚠️": "TẤT CẢ MODULE MACRO_FEATURES LÀ BẮT BUỘC.",
16
+ "TP_PCT": 0.006,
17
+ "SL_PCT": 0.003,
18
+ "MAX_HOLD_BARS": 180,
19
+ "LABEL_MODE": "pct",
20
+ "PIP_SIZE": 0.01,
21
+ "lot_size": 0.1,
22
+ "CRYPTO_MODE": true,
23
+ "MTF_INPUTS": [
24
+ {
25
+ "SYMBOL": "LTCUSDT",
26
+ "TIMEFRAME": "5min",
27
+ "WINDOW_SIZE": 180,
28
+ "FEATURES": [
29
+ "log_return_close",
30
+ "body_pct",
31
+ "bb_width",
32
+ "rsi_14_scaled",
33
+ "hour_sin",
34
+ "hour_cos",
35
+ "volatility_index",
36
+ "order_flow_imbalance",
37
+ "atr_14_scaled"
38
+ ]
39
+ },
40
+ {
41
+ "SYMBOL": "BTCUSDT",
42
+ "TIMEFRAME": "5min",
43
+ "WINDOW_SIZE": 180,
44
+ "FEATURES": [
45
+ "log_return_close",
46
+ "volatility_index",
47
+ "order_flow_imbalance"
48
+ ]
49
+ },
50
+ {
51
+ "SYMBOL": "ETHUSDT",
52
+ "TIMEFRAME": "5min",
53
+ "WINDOW_SIZE": 180,
54
+ "FEATURES": [
55
+ "log_return_close",
56
+ "volatility_index",
57
+ "order_flow_imbalance"
58
+ ]
59
+ },
60
+ {
61
+ "SYMBOL": "DOGEUSDT",
62
+ "TIMEFRAME": "5min",
63
+ "WINDOW_SIZE": 180,
64
+ "FEATURES": [
65
+ "log_return_close",
66
+ "volatility_index",
67
+ "order_flow_imbalance"
68
+ ]
69
+ }
70
+ ],
71
+ "VOL_REGIME": true,
72
+ "ORDER_FLOW": true,
73
+ "WINDOW_SIZE": 180
74
+ },
75
+ "TRAINING": {
76
+ "D_MODEL": 128,
77
+ "N_HEAD": 8,
78
+ "NUM_LAYERS": 4,
79
+ "BATCH_SIZE": 64,
80
+ "WARMUP_EPOCHS": 10,
81
+ "FINETUNE_EPOCHS": 80,
82
+ "LEARNING_RATE": 1e-05,
83
+ "DROPOUT_RATE": 0.3,
84
+ "LR_SCHEDULER": "cosine_warm"
85
+ },
86
+ "MT5_PATHS": {
87
+ "BINANCE": "BINANCE"
88
+ },
89
+ "DATA_SOURCE": {
90
+ "RAW_LOCAL_DIR": "workspaces/CFG_LTC_NY_V6/data/raw",
91
+ "DATASET_SUFFIX": "2026",
92
+ "TIMEFRAME": "M5",
93
+ "ROUTING": {
94
+ "LTCUSDT": "BINANCE",
95
+ "BTCUSDT": "BINANCE",
96
+ "ETHUSDT": "BINANCE",
97
+ "DOGEUSDT": "BINANCE"
98
+ }
99
+ },
100
+ "LIVE_BOT": {
101
+ "PAPER_TRADE": true,
102
+ "TRADE_PLATFORM": "BINANCE",
103
+ "MAX_ABSOLUTE_MSE": 0.8,
104
+ "MIN_PROBABILITY_THRESH": 0.59
105
+ },
106
+ "SESSION": "ny",
107
+ "SESSION_UTC": {
108
+ "START": "13:00",
109
+ "END": "21:00"
110
+ }
111
+ }
workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/train_v3.log ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ [PACK] Kèm theo scaler file vào: d:\DungLA\client1\workspaces\CFG_LTC_NY_V6\runs\run_20260522_221359_v3\brains
2
+ --- 🚀 BẮT ĐẦU VÒNG LẶP FINE-TUNING ĐA NHIỆM (Infinite Loop) ---
3
+ [Epoch 1] Loss(MSE:0.0238/CE:0.7826) | LR=1.00e-05 | Val V3 Score [0.024] - Loss(MSE:0.0010/CE:0.5910) | >=53%: WR=24.7% | Score=0.024 | N=81 (36B/45S Bal:0.80) | >=59%: WR=30.6% | Score=0.026 | N=72 (31B/41S Bal:0.76) | >=66%: WR=39.2% | Score=0.024 | N=51 (22B/29S Bal:0.76) | >=72%: WR=62.5% | Score=0.024 | N=32 (17B/15S Bal:0.88)
4
+ 🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0237. Lưu model...
5
+ ☁️ Đang PUSH run run_20260522_221359_v3 lên HF (Background)...
6
+ [22:17:58] PUSH RUN: run_20260522_221359_v3 -> HF (new/changed files only)...
workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/training_metrics_v3.json ADDED
@@ -0,0 +1,86 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "target": "ltcusdt",
3
+ "version": "Transformer_V3",
4
+ "dimensions": {
5
+ "num_features_target": 0,
6
+ "num_features_macro": 38
7
+ },
8
+ "sessions": {
9
+ "ny": {
10
+ "BEST_VLOSS": {
11
+ "epoch": 1,
12
+ "max_threshold": 0.72,
13
+ "composite_score": 0.023696682464454975,
14
+ "val_loss": 0.5919206141955469,
15
+ "threshold_metrics": [
16
+ {
17
+ "threshold": 0.53,
18
+ "total_signals": 81,
19
+ "win_rate": 0.24691358024691357,
20
+ "avg_win_return": 0.001,
21
+ "avg_loss_return": 0.001,
22
+ "ev_score": 0.023696682464454975,
23
+ "sharpe_score": 0.0,
24
+ "tus_score": 0.8888888888888888,
25
+ "total_buy": 36,
26
+ "total_sell": 45
27
+ },
28
+ {
29
+ "threshold": 0.5933,
30
+ "total_signals": 72,
31
+ "win_rate": 0.3055555555555556,
32
+ "avg_win_return": 0.001,
33
+ "avg_loss_return": 0.001,
34
+ "ev_score": 0.02606635071090048,
35
+ "sharpe_score": 0.0,
36
+ "tus_score": 0.8611111111111112,
37
+ "total_buy": 31,
38
+ "total_sell": 41
39
+ },
40
+ {
41
+ "threshold": 0.6567,
42
+ "total_signals": 51,
43
+ "win_rate": 0.39215686274509803,
44
+ "avg_win_return": 0.001,
45
+ "avg_loss_return": 0.001,
46
+ "ev_score": 0.023696682464454975,
47
+ "sharpe_score": 0.0,
48
+ "tus_score": 0.8627450980392157,
49
+ "total_buy": 22,
50
+ "total_sell": 29
51
+ },
52
+ {
53
+ "threshold": 0.72,
54
+ "total_signals": 32,
55
+ "win_rate": 0.625,
56
+ "avg_win_return": 0.001,
57
+ "avg_loss_return": 0.001,
58
+ "ev_score": 0.023696682464454978,
59
+ "sharpe_score": 0.0,
60
+ "tus_score": 0.9375,
61
+ "total_buy": 17,
62
+ "total_sell": 15
63
+ }
64
+ ],
65
+ "win_rates": [
66
+ 0.24691358024691357,
67
+ 0.3055555555555556,
68
+ 0.39215686274509803,
69
+ 0.625
70
+ ],
71
+ "thresholds": [
72
+ 0.53,
73
+ 0.5933,
74
+ 0.6567,
75
+ 0.72
76
+ ],
77
+ "totals": [
78
+ 81,
79
+ 72,
80
+ 51,
81
+ 32
82
+ ]
83
+ }
84
+ }
85
+ }
86
+ }