An Experiment in Surgical Layer Removal from a Language Model I took TinyLlama 1.1 B parameters, 22 decoder layers and started removing layers to test the hypo...
Overview As the field of artificial intelligence AI and machine learning ML continues to evolve, the fine‑tuning and optimization of large language models LLMs...
Deep Understanding of LLM Fundamentals You are expected to go beyond high-level concepts. Key topics interviewers often probe: - Transformer architecture self‑...
Originally published on Principia Agentica The OptiPFair Series – Episode 1 A deep‑dive exploration of Small Language Models SLM optimization. The AI race has...
TL;DR - Prompt Engineering improves the model’s behavior, structure, and tone quickly and for free. - Retrieval‑Augmented Generation RAG gives the model access...
The effectiveness of deepfake detection methods often depends less on their core design and more on implementation details such as data preprocessing, augmentat...
