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tinyllama

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This project is a Multi-Agent AI System that assists farmers by providing AI-driven crop recommendations, market analysis, and real-time weather insights by the use of Ollama AI, WeatherAPI, and SQLite3, it optimizes resource usage, reduces costs, and maximizes profits—ensuring sustainable and data-driven agriculture.

  • Updated Apr 4, 2025
  • Python

SummarAIze 🤖✨ — An AI-powered summarization app that transforms lengthy product reviews and web pages into concise, human-like summaries. Built with Flask, T5, and TinyLlama, it scrapes, summarizes, and refines text for clear, natural output. Perfect for quick insights, research, and time-saving content analysis.

  • Updated Oct 22, 2025
  • Python

Fine-tune a lightweight LLM (TinyLlama-1.1B) for bioinformatics instruction-response tasks using LoRA. Compare model performance before and after fine-tuning on domain-specific prompts. Fully compatible with Apple M1/M4 (Metal GPU) and demonstrates end-to-end fine-tuning, inference, and adapter merging.

  • Updated Nov 1, 2025
  • Python

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