| { |
| "UNIUSDT_15m": { |
| "symbol": "UNIUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7197, |
| "val_samples": 1800, |
| "val_mse": 0.0002270395613612661, |
| "val_mae": 0.01150543069391613, |
| "val_mape": 0.07139857191473895, |
| "model_path": "/content/all_models/UNIUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:21:53.107489" |
| }, |
| "UNIUSDT_1h": { |
| "symbol": "UNIUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7920, |
| "val_samples": 1981, |
| "val_mse": 0.0001518030091129968, |
| "val_mae": 0.00828274879309708, |
| "val_mape": 137247705066.38126, |
| "model_path": "/content/all_models/UNIUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:27:09.935457" |
| }, |
| "LTCUSDT_15m": { |
| "symbol": "LTCUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7932, |
| "val_samples": 1983, |
| "val_mse": 0.0002261848133083105, |
| "val_mae": 0.01157910174405775, |
| "val_mape": 137108525653.12157, |
| "model_path": "/content/all_models/LTCUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:30:24.234806" |
| }, |
| "LTCUSDT_1h": { |
| "symbol": "LTCUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7936, |
| "val_samples": 1985, |
| "val_mse": 0.00044513756626233007, |
| "val_mae": 0.013792498961752785, |
| "val_mape": 0.04313531083610095, |
| "model_path": "/content/all_models/LTCUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:34:00.651848" |
| }, |
| "BCHUSDT_15m": { |
| "symbol": "BCHUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7890, |
| "val_samples": 1973, |
| "val_mse": 0.004009585812354311, |
| "val_mae": 0.05695478637646517, |
| "val_mape": 0.08656620317509058, |
| "model_path": "/content/all_models/BCHUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:40:10.989562" |
| }, |
| "BCHUSDT_1h": { |
| "symbol": "BCHUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7936, |
| "val_samples": 1985, |
| "val_mse": 0.010531142050983568, |
| "val_mae": 0.0982654828602446, |
| "val_mape": 0.13390667041431664, |
| "model_path": "/content/all_models/BCHUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:43:03.565566" |
| }, |
| "ETCUSDT_15m": { |
| "symbol": "ETCUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 6579, |
| "val_samples": 1645, |
| "val_mse": 0.0032801907781903434, |
| "val_mae": 0.04073970572119179, |
| "val_mape": 2041098472285.5298, |
| "model_path": "/content/all_models/ETCUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:45:48.461508" |
| }, |
| "ETCUSDT_1h": { |
| "symbol": "ETCUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7928, |
| "val_samples": 1983, |
| "val_mse": 0.0008216198969461056, |
| "val_mae": 0.021804273625478036, |
| "val_mape": 353214700664.0768, |
| "model_path": "/content/all_models/ETCUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:50:49.976859" |
| }, |
| "XLMUSDT_15m": { |
| "symbol": "XLMUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7930, |
| "val_samples": 1983, |
| "val_mse": 0.0010631346864227059, |
| "val_mae": 0.026834484718275573, |
| "val_mape": 197656036642.34552, |
| "model_path": "/content/all_models/XLMUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:55:42.975189" |
| }, |
| "XLMUSDT_1h": { |
| "symbol": "XLMUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7936, |
| "val_samples": 1985, |
| "val_mse": 0.0007009313973538058, |
| "val_mae": 0.021928923994546927, |
| "val_mape": 0.06065852511733229, |
| "model_path": "/content/all_models/XLMUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T04:58:36.302729" |
| }, |
| "VETUSDT_15m": { |
| "symbol": "VETUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7880, |
| "val_samples": 1971, |
| "val_mse": 0.007571460602738181, |
| "val_mae": 0.07518032158702594, |
| "val_mape": 372524674830.43225, |
| "model_path": "/content/all_models/VETUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:01:35.482796" |
| }, |
| "VETUSDT_1h": { |
| "symbol": "VETUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7936, |
| "val_samples": 1985, |
| "val_mse": 0.004885818227201531, |
| "val_mae": 0.06116126253104955, |
| "val_mape": 294822559903.25385, |
| "model_path": "/content/all_models/VETUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:04:16.013182" |
| }, |
| "FILUSDT_15m": { |
| "symbol": "FILUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 6388, |
| "val_samples": 1597, |
| "val_mse": 0.00022905051893791148, |
| "val_mae": 0.01154290585284103, |
| "val_mape": 431980007073.0293, |
| "model_path": "/content/all_models/FILUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:08:05.048911" |
| }, |
| "FILUSDT_1h": { |
| "symbol": "FILUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7900, |
| "val_samples": 1976, |
| "val_mse": 0.006555204784647018, |
| "val_mae": 0.06998841460328553, |
| "val_mape": 346508175469.8322, |
| "model_path": "/content/all_models/FILUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:11:24.050440" |
| }, |
| "THETAUSDT_15m": { |
| "symbol": "THETAUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7168, |
| "val_samples": 1792, |
| "val_mse": 0.000426593715742, |
| "val_mae": 0.01601772402943948, |
| "val_mape": 470492512256.5125, |
| "model_path": "/content/all_models/THETAUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:15:04.791562" |
| }, |
| "THETAUSDT_1h": { |
| "symbol": "THETAUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7933, |
| "val_samples": 1984, |
| "val_mse": 0.005589675734628477, |
| "val_mae": 0.06439494816009107, |
| "val_mape": 296250333914.58453, |
| "model_path": "/content/all_models/THETAUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:18:28.378132" |
| }, |
| "NEARUSDT_15m": { |
| "symbol": "NEARUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7591, |
| "val_samples": 1898, |
| "val_mse": 0.0015961371525670762, |
| "val_mae": 0.03201764883523238, |
| "val_mape": 632612309379.5736, |
| "model_path": "/content/all_models/NEARUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:23:15.069124" |
| }, |
| "NEARUSDT_1h": { |
| "symbol": "NEARUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7936, |
| "val_samples": 1985, |
| "val_mse": 0.000756979341944128, |
| "val_mae": 0.0193392478531557, |
| "val_mape": 179834633886.10553, |
| "model_path": "/content/all_models/NEARUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:26:33.817830" |
| }, |
| "APEUSDT_15m": { |
| "symbol": "APEUSDT", |
| "timeframe": "15m", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 6946, |
| "val_samples": 1737, |
| "val_mse": 0.0018876246714669219, |
| "val_mae": 0.03849204343737749, |
| "val_mape": 143997980472.8065, |
| "model_path": "/content/all_models/APEUSDT_15m_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:29:31.455599" |
| }, |
| "APEUSDT_1h": { |
| "symbol": "APEUSDT", |
| "timeframe": "1h", |
| "sequence_length": 60, |
| "features": [ |
| "close", |
| "open", |
| "high", |
| "low", |
| "volume", |
| "atr", |
| "bb_upper", |
| "bb_lower", |
| "bb_width", |
| "rsi", |
| "macd", |
| "volatility", |
| "bb_position" |
| ], |
| "train_samples": 7832, |
| "val_samples": 1959, |
| "val_mse": 0.002320994610241039, |
| "val_mae": 0.03675179901029154, |
| "val_mape": 224751403018.84372, |
| "model_path": "/content/all_models/APEUSDT_1h_v7_hf.keras", |
| "data_source": "huggingface", |
| "hf_repo": "zongowo111/cpb-models", |
| "timestamp": "2025-12-28T05:33:14.416094" |
| } |
| } |