OLMo 2 vs Claude 3.5 Sonnet: A Head-to-Head AI Showdown
Author(s): Adi Insights and Innovations Originally published on Towards AI. The AI industry is divided between two powerful philosophies — Open-source democratization and proprietary innovation. OLMo 2(Open Language Model 2), developed by AllenAI, represents the pinnacle of transparent AI development with full …
Building a Financial Report Retrieval System with LlamaIndex and Gemini 2.0
Author(s): Adi Insights and Innovations Originally published on Towards AI. Financial reports are critical for assessing a company’s health. They span hundreds of pages, making it difficult to extract specific insights efficiently. Analysts and investors spend hours sifting through balance sheets, income …
Windsurf Editor: Redefining Code with AI Intelligence
Author(s): Adi Insights and Innovations Originally published on Towards AI. In the dynamic world of software development, where innovation is the cornerstone of success, developers constantly seek tools that can enhance their productivity and streamline their workflows. Enter Windsurf Editor by Codeium, …
Mastering Prompting with DSPy: A Beginner’s Guide to Smarter LLMs
Author(s): Adi Insights and Innovations Originally published on Towards AI. DSPy, or Declarative Self-improving Language Programs, revolutionizes how developers interact with Large Language Models (LLMs). By abstracting the intricacies of prompt engineering, it enables users to develop, test, and improve their apps …
Mastering LLM Fine-Tuning: GRPO, PPO, and DPO Compared
Author(s): Adi Insights and Innovations Originally published on Towards AI. Reinforcement Learning (RL) has led to major advancements in fields such as robotics, game-playing AI, and control systems by focusing on maximizing long-term rewards through sequential decision-making. In their early stages, Large …
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