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
90 lines
1.8 KiB
YAML
90 lines
1.8 KiB
YAML
# Asset to industry/class mapping for hierarchical aggregation
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mapping:
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# Layer 1: Base protocols
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BTC: "Store of Value"
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ETH: "Smart Contract Platform"
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SOL: "Smart Contract Platform"
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BNB: "Smart Contract Platform"
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ADA: "Smart Contract Platform"
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AVAX: "Smart Contract Platform"
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DOT: "Smart Contract Platform"
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MATIC: "Smart Contract Platform"
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ARB: "Smart Contract Platform"
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OP: "Smart Contract Platform"
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# Layer 2: DeFi
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UNI: "DeFi - DEX"
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AAVE: "DeFi - Lending"
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LINK: "DeFi - Oracle"
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MKR: "DeFi - Stablecoin"
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CRV: "DeFi - DEX"
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SUSHI: "DeFi - DEX"
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BAL: "DeFi - DEX"
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YFI: "DeFi - Yield"
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COMP: "DeFi - Lending"
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# Stablecoins
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USDT: "Stablecoin"
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USDC: "Stablecoin"
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DAI: "Stablecoin"
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BUSD: "Stablecoin"
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TUSD: "Stablecoin"
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FRAX: "Stablecoin"
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# Meme
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DOGE: "Meme"
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SHIB: "Meme"
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PEPE: "Meme"
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WIF: "Meme"
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BONK: "Meme"
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FLOKI: "Meme"
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# Gaming/Metaverse
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AXS: "Gaming"
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SAND: "Gaming"
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MANA: "Gaming"
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GALA: "Gaming"
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ILV: "Gaming"
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APE: "Gaming"
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# Infrastructure
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LINK: "Infrastructure - Oracle"
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GRT: "Infrastructure - Indexing"
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BAND: "Infrastructure - Oracle"
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API3: "Infrastructure - Oracle"
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# Privacy
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XMR: "Privacy"
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ZEC: "Privacy"
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DASH: "Privacy"
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# Exchange tokens
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FTT: "Exchange Token" # Historical
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OKB: "Exchange Token"
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CRO: "Exchange Token"
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KCS: "Exchange Token"
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HT: "Exchange Token"
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# NFT/Collectibles
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APE: "NFT"
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BLUR: "NFT"
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LOOKS: "NFT"
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weights:
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"Store of Value": 1.0
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"Smart Contract Platform": 1.0
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"DeFi - DEX": 0.8
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"DeFi - Lending": 0.8
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"DeFi - Oracle": 0.7
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"DeFi - Stablecoin": 0.7
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"DeFi - Yield": 0.6
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"Stablecoin": 0.5
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"Meme": 0.4
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"Gaming": 0.6
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"Infrastructure - Oracle": 0.7
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"Infrastructure - Indexing": 0.6
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"Privacy": 0.5
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"Exchange Token": 0.6
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"NFT": 0.5
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"UNKNOWN": 0.3
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