{"repo":"ashioyajotham/fingpt_trader","free":true,"listed":false,"github":"https://github.com/ashioyajotham/fingpt_trader","clone":"git clone https://github.com/ashioyajotham/fingpt_trader.git","description":"A quant trading system platform based on FinGPT, demonstrating new applications of large pre-trained Language Models in quantitative finance.","language":"Python","stars":28,"topics":["financial-analysis","fingpt","quant","sentiment-analysis","market-inefficiencies","ai-in-finance","falcon-7b","lora","peft","transformers"],"license":null,"category":"trading","readme_excerpt":"FinGPT Trader A quantitative trading system that combines Falcon-7B language model-driven sentiment analysis with technical market analysis to identify cryptocurrency trading opportunities. The system's core innovation is its confidence-weighted sentiment scoring mechanism, which integrates both the sentiment value and the model's confidence level to generate more reliable trading signals. System Overview FinGPT Trader processes financial news and market data in parallel, combining both sources to identify potential trading opportunities. The system uses: - Falcon-7B Model : Fine-tuned for financial sentiment analysis - Confidence-Weighted Scoring : 60% confidence weight, 40% sentiment strength weight - Technical Analysis : Standard technical indicators for market inefficiency detection - RSS-first News Ingestion : Crypto-native publisher RSS feeds, with NewsAPI fallback - Event-Driven Architecture : Asynchronous processing of market events - Risk Management : Basic position tracking and exposure monitoring Current Implementation Status ✅ = Implemented 🚧 = Partially Implemented 📅 = Planned ⚠️ = Implementation Issues Core Components - Sentiment Analysis - ✅ Falcon-7B financial sentiment model implementation - ✅ Confidence-weighted sentiment scoring - ✅ Adaptive correlation tracking between sentiment and price - Market Data Processing - 🚧 Price data collection from Binance (⚠️ API parameter issues) - ✅ Technical indicator calculation (RSI, MAs, volume analysis) - ✅ Market in","default_branch":null,"files":null,"tree":[],"storefront":"/r/ashioyajotham","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ashioyajotham/fingpt_trader/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}