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sentiment-engine/sentiment_engine/config/asset_industry_map.yaml

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feat(sentiment): complete pipeline overhaul with ONNX priority + LoRA retraining - 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
2026-09-27 04:34:49 +02:00
# Asset to industry/class mapping for hierarchical aggregation
mapping:
# Layer 1: Base protocols
BTC: "Store of Value"
ETH: "Smart Contract Platform"
SOL: "Smart Contract Platform"
BNB: "Smart Contract Platform"
ADA: "Smart Contract Platform"
AVAX: "Smart Contract Platform"
DOT: "Smart Contract Platform"
MATIC: "Smart Contract Platform"
ARB: "Smart Contract Platform"
OP: "Smart Contract Platform"
# Layer 2: DeFi
UNI: "DeFi - DEX"
AAVE: "DeFi - Lending"
LINK: "DeFi - Oracle"
MKR: "DeFi - Stablecoin"
CRV: "DeFi - DEX"
SUSHI: "DeFi - DEX"
BAL: "DeFi - DEX"
YFI: "DeFi - Yield"
COMP: "DeFi - Lending"
# Stablecoins
USDT: "Stablecoin"
USDC: "Stablecoin"
DAI: "Stablecoin"
BUSD: "Stablecoin"
TUSD: "Stablecoin"
FRAX: "Stablecoin"
# Meme
DOGE: "Meme"
SHIB: "Meme"
PEPE: "Meme"
WIF: "Meme"
BONK: "Meme"
FLOKI: "Meme"
# Gaming/Metaverse
AXS: "Gaming"
SAND: "Gaming"
MANA: "Gaming"
GALA: "Gaming"
ILV: "Gaming"
APE: "Gaming"
# Infrastructure
LINK: "Infrastructure - Oracle"
GRT: "Infrastructure - Indexing"
BAND: "Infrastructure - Oracle"
API3: "Infrastructure - Oracle"
# Privacy
XMR: "Privacy"
ZEC: "Privacy"
DASH: "Privacy"
# Exchange tokens
FTT: "Exchange Token" # Historical
OKB: "Exchange Token"
CRO: "Exchange Token"
KCS: "Exchange Token"
HT: "Exchange Token"
# NFT/Collectibles
APE: "NFT"
BLUR: "NFT"
LOOKS: "NFT"
weights:
"Store of Value": 1.0
"Smart Contract Platform": 1.0
"DeFi - DEX": 0.8
"DeFi - Lending": 0.8
"DeFi - Oracle": 0.7
"DeFi - Stablecoin": 0.7
"DeFi - Yield": 0.6
"Stablecoin": 0.5
"Meme": 0.4
"Gaming": 0.6
"Infrastructure - Oracle": 0.7
"Infrastructure - Indexing": 0.6
"Privacy": 0.5
"Exchange Token": 0.6
"NFT": 0.5
"UNKNOWN": 0.3
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