新增:V8 訓練完成的 40 個 LSTM 模型 (20 幣種 × 2 時間框架)
Browse files- .gitattributes +20 -0
- models_v8/APEUSDT_15m_v7_hf.keras +3 -0
- models_v8/APEUSDT_1h_v7_hf.keras +3 -0
- models_v8/BCHUSDT_15m_v7_hf.keras +3 -0
- models_v8/BCHUSDT_1h_v7_hf.keras +3 -0
- models_v8/ETCUSDT_15m_v7_hf.keras +3 -0
- models_v8/ETCUSDT_1h_v7_hf.keras +3 -0
- models_v8/FILUSDT_15m_v7_hf.keras +3 -0
- models_v8/FILUSDT_1h_v7_hf.keras +3 -0
- models_v8/LTCUSDT_15m_v7_hf.keras +3 -0
- models_v8/LTCUSDT_1h_v7_hf.keras +3 -0
- models_v8/NEARUSDT_15m_v7_hf.keras +3 -0
- models_v8/NEARUSDT_1h_v7_hf.keras +3 -0
- models_v8/THETAUSDT_15m_v7_hf.keras +3 -0
- models_v8/THETAUSDT_1h_v7_hf.keras +3 -0
- models_v8/UNIUSDT_15m_v7_hf.keras +3 -0
- models_v8/UNIUSDT_1h_v7_hf.keras +3 -0
- models_v8/VETUSDT_15m_v7_hf.keras +3 -0
- models_v8/VETUSDT_1h_v7_hf.keras +3 -0
- models_v8/XLMUSDT_15m_v7_hf.keras +3 -0
- models_v8/XLMUSDT_1h_v7_hf.keras +3 -0
- models_v8/metadata_v7_hf_batch1.json +1 -582
- models_v8/metadata_v7_hf_batch2.json +582 -0
.gitattributes
CHANGED
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@@ -166,3 +166,23 @@ models_v8/SOLUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/SOLUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XRPUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XRPUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/SOLUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XRPUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XRPUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/APEUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/APEUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/BCHUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/BCHUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/ETCUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/ETCUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/FILUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/FILUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/LTCUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/LTCUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/NEARUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/NEARUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/THETAUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/THETAUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/UNIUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/UNIUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/VETUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/VETUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XLMUSDT_15m_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/XLMUSDT_1h_v7_hf.keras filter=lfs diff=lfs merge=lfs -text
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models_v8/APEUSDT_15m_v7_hf.keras
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models_v8/APEUSDT_1h_v7_hf.keras
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models_v8/BCHUSDT_15m_v7_hf.keras
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models_v8/BCHUSDT_1h_v7_hf.keras
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models_v8/ETCUSDT_15m_v7_hf.keras
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models_v8/FILUSDT_15m_v7_hf.keras
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models_v8/LTCUSDT_15m_v7_hf.keras
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models_v8/LTCUSDT_1h_v7_hf.keras
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models_v8/NEARUSDT_15m_v7_hf.keras
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models_v8/THETAUSDT_15m_v7_hf.keras
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models_v8/THETAUSDT_1h_v7_hf.keras
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models_v8/UNIUSDT_15m_v7_hf.keras
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models_v8/UNIUSDT_1h_v7_hf.keras
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models_v8/VETUSDT_15m_v7_hf.keras
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models_v8/XLMUSDT_15m_v7_hf.keras
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models_v8/XLMUSDT_1h_v7_hf.keras
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models_v8/metadata_v7_hf_batch1.json
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{
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"BTCUSDT_15m": {
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"symbol": "BTCUSDT",
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"timeframe": "15m",
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"sequence_length": 60,
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"features": [
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"close",
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"open",
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"high",
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"low",
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"volume",
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"atr",
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"bb_upper",
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"bb_lower",
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"bb_width",
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"rsi",
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"macd",
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"volatility",
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"bb_position"
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],
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"train_samples": 7936,
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"val_samples": 1985,
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"val_mse": 0.00013169397330802673,
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"val_mae": 0.009172275216358699,
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"val_mape": 0.06130087886058856,
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"model_path": "/content/all_models/BTCUSDT_15m_v7_hf.keras",
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"data_source": "huggingface",
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"hf_repo": "zongowo111/cpb-models",
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"timestamp": "2025-12-28T04:18:57.420023"
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},
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"BTCUSDT_1h": {
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"symbol": "BTCUSDT",
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"timeframe": "1h",
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"sequence_length": 60,
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"features": [
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"close",
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"open",
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"high",
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"low",
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"volume",
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"atr",
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"bb_upper",
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"bb_lower",
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"bb_width",
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"rsi",
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"macd",
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"volatility",
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"bb_position"
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],
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"train_samples": 7936,
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"val_samples": 1985,
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"val_mse": 0.003451691597432145,
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| 53 |
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"val_mae": 0.05177913642226504,
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| 54 |
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"val_mape": 0.10960101126244927,
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"model_path": "/content/all_models/BTCUSDT_1h_v7_hf.keras",
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"data_source": "huggingface",
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"hf_repo": "zongowo111/cpb-models",
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"timestamp": "2025-12-28T04:21:38.426614"
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},
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"ETHUSDT_15m": {
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"symbol": "ETHUSDT",
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"timeframe": "15m",
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"sequence_length": 60,
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"features": [
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"close",
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"open",
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"high",
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"low",
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"volume",
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"atr",
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"bb_upper",
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"bb_lower",
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"bb_width",
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"rsi",
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"macd",
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"volatility",
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"bb_position"
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],
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"train_samples": 7936,
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"val_samples": 1985,
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| 81 |
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"val_mse": 0.0001214665510632366,
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| 82 |
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"val_mae": 0.008286126270848067,
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| 83 |
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"val_mape": 0.05014255698117831,
|
| 84 |
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"model_path": "/content/all_models/ETHUSDT_15m_v7_hf.keras",
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"data_source": "huggingface",
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"hf_repo": "zongowo111/cpb-models",
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"timestamp": "2025-12-28T04:25:36.702141"
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},
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| 89 |
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"ETHUSDT_1h": {
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"symbol": "ETHUSDT",
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"timeframe": "1h",
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"sequence_length": 60,
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"features": [
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"close",
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"open",
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"high",
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"low",
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"volume",
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"atr",
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"bb_upper",
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"bb_lower",
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"bb_width",
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"rsi",
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"macd",
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"volatility",
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"bb_position"
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],
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"train_samples": 7936,
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| 109 |
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"val_samples": 1985,
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| 110 |
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"val_mse": 0.0014125556723366128,
|
| 111 |
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"val_mae": 0.03166141359639837,
|
| 112 |
-
"val_mape": 0.05167849515280329,
|
| 113 |
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"model_path": "/content/all_models/ETHUSDT_1h_v7_hf.keras",
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| 114 |
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"data_source": "huggingface",
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"hf_repo": "zongowo111/cpb-models",
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| 509 |
-
"rsi",
|
| 510 |
-
"macd",
|
| 511 |
-
"volatility",
|
| 512 |
-
"bb_position"
|
| 513 |
-
],
|
| 514 |
-
"train_samples": 7934,
|
| 515 |
-
"val_samples": 1984,
|
| 516 |
-
"val_mse": 0.00108912996735151,
|
| 517 |
-
"val_mae": 0.027278951330567337,
|
| 518 |
-
"val_mape": 153923261605.66644,
|
| 519 |
-
"model_path": "/content/all_models/MATICUSDT_1h_v7_hf.keras",
|
| 520 |
-
"data_source": "huggingface",
|
| 521 |
-
"hf_repo": "zongowo111/cpb-models",
|
| 522 |
-
"timestamp": "2025-12-28T05:18:04.123749"
|
| 523 |
-
},
|
| 524 |
-
"AVAXUSDT_15m": {
|
| 525 |
-
"symbol": "AVAXUSDT",
|
| 526 |
-
"timeframe": "15m",
|
| 527 |
-
"sequence_length": 60,
|
| 528 |
-
"features": [
|
| 529 |
-
"close",
|
| 530 |
-
"open",
|
| 531 |
-
"high",
|
| 532 |
-
"low",
|
| 533 |
-
"volume",
|
| 534 |
-
"atr",
|
| 535 |
-
"bb_upper",
|
| 536 |
-
"bb_lower",
|
| 537 |
-
"bb_width",
|
| 538 |
-
"rsi",
|
| 539 |
-
"macd",
|
| 540 |
-
"volatility",
|
| 541 |
-
"bb_position"
|
| 542 |
-
],
|
| 543 |
-
"train_samples": 7888,
|
| 544 |
-
"val_samples": 1972,
|
| 545 |
-
"val_mse": 0.00023849707403449295,
|
| 546 |
-
"val_mae": 0.013148752665446947,
|
| 547 |
-
"val_mape": 135885559380.64743,
|
| 548 |
-
"model_path": "/content/all_models/AVAXUSDT_15m_v7_hf.keras",
|
| 549 |
-
"data_source": "huggingface",
|
| 550 |
-
"hf_repo": "zongowo111/cpb-models",
|
| 551 |
-
"timestamp": "2025-12-28T05:23:39.689141"
|
| 552 |
-
},
|
| 553 |
-
"AVAXUSDT_1h": {
|
| 554 |
-
"symbol": "AVAXUSDT",
|
| 555 |
-
"timeframe": "1h",
|
| 556 |
-
"sequence_length": 60,
|
| 557 |
-
"features": [
|
| 558 |
-
"close",
|
| 559 |
-
"open",
|
| 560 |
-
"high",
|
| 561 |
-
"low",
|
| 562 |
-
"volume",
|
| 563 |
-
"atr",
|
| 564 |
-
"bb_upper",
|
| 565 |
-
"bb_lower",
|
| 566 |
-
"bb_width",
|
| 567 |
-
"rsi",
|
| 568 |
-
"macd",
|
| 569 |
-
"volatility",
|
| 570 |
-
"bb_position"
|
| 571 |
-
],
|
| 572 |
-
"train_samples": 7936,
|
| 573 |
-
"val_samples": 1985,
|
| 574 |
-
"val_mse": 0.0027126865235419556,
|
| 575 |
-
"val_mae": 0.036798700470013934,
|
| 576 |
-
"val_mape": 370180527449.6327,
|
| 577 |
-
"model_path": "/content/all_models/AVAXUSDT_1h_v7_hf.keras",
|
| 578 |
-
"data_source": "huggingface",
|
| 579 |
-
"hf_repo": "zongowo111/cpb-models",
|
| 580 |
-
"timestamp": "2025-12-28T05:26:29.397170"
|
| 581 |
-
}
|
| 582 |
-
}
|
|
|
|
| 1 |
+
{}
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|
models_v8/metadata_v7_hf_batch2.json
ADDED
|
@@ -0,0 +1,582 @@
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|
| 1 |
+
{
|
| 2 |
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| 3 |
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| 4 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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"atr",
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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"hf_repo": "zongowo111/cpb-models",
|
| 29 |
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"timestamp": "2025-12-28T04:21:53.107489"
|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 74 |
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| 75 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 114 |
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| 116 |
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| 117 |
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| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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| 129 |
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| 131 |
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| 132 |
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| 133 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 147 |
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| 174 |
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"timestamp": "2025-12-28T04:43:03.565566"
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| 175 |
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| 176 |
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| 177 |
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| 179 |
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| 180 |
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