IndicFinGPT is a specialized transformer model, re-engineered from EleutherAI’s GPT-Neo-125M architecture, which is a GPT-3 class architecture, designed specifically for the Indian financial market. The model has undergone retraining on its top layers to enhance its performance in providing insights into the top 100 companies listed in the NIFTY50 Index, BSE, and NSE exchanges. The primary objective of this model is to serve the unique needs of Indian stock markets and investors engaged in chartless trading. IndicFinGPT aims to provide insights that could minimize capital loss and drawdowns while maximizing financial ratios such as the Sharpe, Sortino, Calmar, Omega, and Treynor Ratios. Additionally, the model is designed to help in reducing maximum drawdowns in financial portfolios, offering a robust AI solution tailored to India’s dynamic financial landscape. भारतीय बाजार की शीर्ष 100 कंपनियों का वित्तीय विश्लेषण करने वाला पहला Small Language Model IndicFinGPT 125M utilizes the Pile dataset created by EleutherAI and includes the top 100 tickers (by volume and liquidity) from Indian stock markets, covering data from January 1, 2018, to October 30, 2024. This dataset encompasses…
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Автор: bhaskartripathi
Теги: peft, finance, IndianStocks, Technical Analysis, Chartless Trading, en
Лайков: 3 | Загрузок: 23
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
