Update README.md

README.md

@@ -9,10 +9,15 @@ library_name: peft
 ---
 
 # Model Card for Bharat Market Analysis: IndicFinGPT-Neo
+IndicFinGPT’s design enables chartless trading by providing real-time, data-driven insights without relying on traditional graphical representations. By understanding key financial indicators—such as moving averages, momentum shifts, and volume trends—it interprets and communicates these patterns through concise, actionable outputs. This makes it ideal for traders who seek swift, high-quality information without needing to analyze charts.
+The main purpose behind developing IndicFinGPT is to empower Indian market participants with a tool finely tuned to the country's financial environment. It bridges the gap between complex market data and clear, efficient decision-making, especially valuable for professionals who may not have the time or resources to analyze visual data in real-time. This model enables a streamlined trading experience by filtering noise and focusing on essential information specific to India's trading dynamics.
 
-## भारतीय बाजार की पहली AI मॉडल (India's First Market Analysis LLM)
+## India’s First Small Language Model Focused on Market Analysis on Top 100 Companies (भारत का पहला AI मॉडल: शीर्ष 100 कंपनियों पर केंद्रित)
 
-IndicFinGPT is a pioneering Large Language Model (LLM) fine-tuned exclusively for the Indian stock market. It represents a significant advancement in utilizing cutting-edge AI technology to understand and analyze Bharatiya financial ecosystems, bridging the gap between global AI innovations and India's unique trading dynamics.
+IndicFinGPT is a Small Language Model (SML) that uses bsed architecture of GPT--NEO125M, and has been retrained on its top-layers for the benefit of Indian investors who want to do chartless trading. Although, it provides chartless insights, yet it uses technical indicators to arrive at conclusions and predictions. It represents a significant advancement in utilizing cutting-edge AI technology to understand and analyze Bharatiya financial ecosystems, bridging the gap between global AI innovations and India's unique trading dynamics.
+<p align="center">
+  <img src="https://huggingface.co/bhaskartripathi/GPT_Neo_Market_Analysis/resolve/main/indicBull.JPG" alt="IndicFinGPT Logo" width="400" height="300">
+</p>
 
 ## Key Highlights
 
@@ -26,9 +31,11 @@ Market Sentiment: Built-in understanding of Indian market sentiment and cultural
 Economic Indicators: Adapted to domestic economic and financial metrics
 Local Influences: Awareness of timing, festival impacts, and market-specific volatility
 
-Core Capabilities
 
-Technical Pattern Recognition:
+
+## Core Capabilities
+
+#### Automated Q&A based Technical Analysis for chartless Trading:
 
 - **Head and Shoulders patterns**
   - What are the implications of a Head and Shoulders pattern forming for Tata Consultancy Services (TCS) in the upcoming week?