All that is under the Sun
admin A new creative craze has hit the internet: people are using ChatGPT’s latest image-generation powers to produce Studio Ghibli-style artwork on demand. Lush green forests, whimsical spirits, and sun-dappled meadows reminiscent of My Neighbor Totoro and Spirited Away are appearing with just a few typed prompts. This trend combines cutting-edge AI with a beloved animation …
Artificial Intelligence (AI) is no longer a futuristic concept; it’s a present-day reality reshaping industries and, crucially, the global job market. From automated customer service to AI-powered coding assistants, the impact is undeniable. But is it all doom and gloom, or are there opportunities amidst the disruption? This post dives deep into the data, examining …
In recent months, the DeepSeek team has showcased impressive results by fine-tuning large language models for advanced reasoning tasks using an innovative reinforcement learning technique called Group Relative Policy Optimization (GRPO). In this post, we’ll explore the theoretical background and core principles of GRPO while also offering a primer on Reinforcement Learning (RL) and its …
Dive deep into Retrieval-Augmented Generation (RAG) models. Understand their architecture, implementation with LlamaIndex, and diverse applications Picture this: a computer that can write like a person, but with the superpower of reading through a whole library in seconds to give the best answers possible. Welcome to the world of Retrieval-Augmented Generation or RAG for short. …
Reinforcement Learning (RL) has become a powerful technique for fine-tuning large models, especially Large Language Models (LLMs), to improve their performance on complex tasks. One of the latest innovations in this area is Group Relative Policy Optimization (GRPO), a new RL algorithm introduced by the DeepSeek team. GRPO was designed to tackle the challenges of …
In Jane Austen’s Emma, the heroine finds herself suddenly alone after her close companion marries, left with “no prospect of a third to cheer a long evening” and only her kind but feeble father for company. Austen writes that Emma, “with all her advantages, natural and domestic, was now in great danger of suffering from …