Unveiling the Hidden Vulnerability in AI’s MemoryImagine a world where your trusty AI assistant, designed to help with everything from writing emails to analyzing data, suddenly spits out…Aug 4Aug 4
Building Qwen 0.6B from Scratch: A Journey into LLM Architecture and Pre-TrainingImagine crafting a tiny, yet mighty language model from the ground up — using nothing but a single PDF as your training data. That’s…Jul 19Jul 19
Fine-Tuning Large Language Models with RLHFThe rise of foundation models has changed the way we think about natural language processing. These large-scale models are pre-trained on…Jul 10Jul 10
Continual Pre-Training: A Lightweight Strategy to Specialize Foundation ModelsThe rapid advancement of Large Language Models (LLMs) such as GPT, BERT, and LLaMA has redefined the boundaries of what’s possible with…Jul 9A response icon1Jul 9A response icon1
Rotary Positional Encoding: Teaching Transformers to Feel Word DistanceTransformers have revolutionized natural language processing, powering everything from conversational agents to real-time translation. At…Jun 24Jun 24
The Rise of Contrastive Learning in AI: Applications in Cybersecurity and BeyondIn today’s AI-driven world, the ability to distinguish between what’s relevant and what’s not is more crucial than ever — especially in…Jun 2Jun 2
Introducing Llama-3.1-FoundationAI-SecurityLLM-Base-8BIn the rapidly evolving field of cybersecurity, the integration of artificial intelligence has become increasingly vital. Recognizing the…May 30May 30
Fine-Tuning GPT-4o for Math Problem SolvingIn the age of large language models (LLMs), general-purpose tools like GPT-4 excel at a wide range of tasks — but they can struggle when…May 28May 28
How AI Can Help Improve Rural Lives in America: A Path Toward Renewed GreatnessMy journey in the United States began at Mississippi State University, a place that not only shaped my academic path but also deepened my…Apr 29Apr 29
