c32db97d57
- Added 30 new sources (5 RSS + 25 Telegram) for previously ZERO-coverage assets - Fixed model loading priority: ONNX > LoRA v2 > PyTorch > Mock - ONNX FinBERT (pre-trained on 1.2M financial docs) now PRIMARY - best for real-world text - LoRA v2 models trained on 518 carefully labeled samples (balanced Bearish/Bullish/Neutral) - Emotion LoRA v2 trained with weighted loss (greed/fear 2x, joy 1.5x) - 30 new sources: STX, FET, XTZ, ENJ, ETC, TRX, ONG, DASH, LTC, ZIL, NEAR, APT, SUI, ICP - Early stopping (patience=3) on both LoRA trainings - Human-in-the-loop verification CLI tool created - Disk-conscious: save_total_limit=1, adapters 6-8MB each Pipeline now correctly classifies: - BTC breaks 100k → +0.54 Bullish ✅ - Major hack → -0.23 Bearish ✅ - HODL → +0.91 Bullish ✅ - Rug pull → -0.30 Bearish ✅ - SEC sues → -0.30 Bearish ✅ - ETF approval → +0.32 Bullish ✅ - Whale accumulation → +0.31 Bullish ✅ Models: ONNX FinBERT (PRIORITY 1) + LoRA v2 adapters (6-8MB each) Training data: 518 carefully labeled samples (190 real + 328 synthetic) Early stopping (patience=3) on both FinBERT and DistilRoBERTa LoRA Emotion LoRA v2: weighted loss (greed/fear 2x, joy 1.5x) + early stopping
278 lines
6.3 KiB
JSON
278 lines
6.3 KiB
JSON
{
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"trade_summary": {
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"LTC": {
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"title": "Kyle Samani predicts SOL flippening, claims \u2018no one\u2019 uses ETH",
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"title": "Bitcoin Tops $85K as $648M in Crypto Shorts Liquidated",
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"title": "BTC Market Pulse: Week 39",
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"title": "Introducing: Market Compass",
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"title": "One House, Three Owners: The Ballooning Cost of the American Dream",
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"title": "Crypto metric signals altseason as Bitcoin market-cap share stalls below 60%",
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"title": "UAE, Sweden Arrest Seven Over $7.1M Crypto Laundering Ring Linked to Contract Ki",
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"source": "rss:decrypt",
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"title": "Dogecoin leads market rebound with 15% pump, bitcoin steady above $85,000",
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}
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} |