Sebastian BuzduganU-Net Architecture: Why It Remains a Cornerstone in Image SegmentationSince its introduction in 2015 by Olaf Ronneberger, Philipp Fischer, and Thomas Brox, the U-Net architecture has become synonymous with…1d ago1d ago
Sebastian BuzduganMastering Domain Knowledge in Language Models: Simplified Guide to Prompt Engineering, Fine-Tuning…LLMs have revolutionized the way we interact with technology, enabling applications ranging from chatbots to content generation. However…2d ago2d ago
Sebastian BuzduganinStackademicFine-Tuning Large Language Models with Hugging Face: A Comprehensive Guide from Data to DeploymentUnleash the full potential of AI by customizing the latest Large Language Models for your specific needs.4d ago4d ago
Sebastian BuzduganinStackademicMiniPLM: Knowledge Distillation for Pre-Training Language Models (Paper Explained)In recent years, the AI landscape has been dominated by large language models (LLMs) capable of remarkable feats in language understanding…Nov 5Nov 5
Sebastian BuzduganinStackademicHow RNNs Were Replaced by Transformers — And WhyFor years, Recurrent Neural Networks (RNNs) were the go-to solution for language modeling. But then, in 2017, Transformers came along…Nov 1Nov 1
Sebastian BuzduganIntroducing Baichuan-Omni: The First Open-Source Multimodal PowerhouseBaichuan-Omni is the first open-source MLLM (Multimodal Large Language Model) that seamlessly handles and analyzes multiple data modalities…Oct 29Oct 29
Sebastian BuzduganThinking LLMs: General Instruction Following with Thought Generation (Paper Explained)In the realm of artificial intelligence, large language models (LLMs) have become essential tools, known for their ability to follow…Oct 181Oct 181
Sebastian BuzduganWere RNNs All We Needed? (Paper Explained)This article is based on the research paper “Were RNNs All We Needed?” by Leo Feng et al., available as a preprint on arXiv (2024).Oct 13Oct 13
Sebastian BuzduganSapiens: Advancing Human Vision ModelsSapiens is a family of AI models designed for four key human-centric vision tasks: 2D pose estimation, body-part segmentation, depth…Oct 9Oct 9
Sebastian BuzduganHow Do AI Models Memorize? A Deep Dive into Verbatim RecallLarge Language Models (LLMs) have become integral to the technology landscape, fueling applications from chatbots to content generation…Oct 8Oct 8
