Liang Han Sheng·Feb 9, 2025Agentic Object Detection: A New Era in Computer VisionIn the rapidly evolving field of computer vision, a groundbreaking advancement has emerged: Agentic Object Detection. This innovative…
Liang Han Sheng·Dec 15, 2024Running Llama Models Efficiently: A Practical Guide to GPU OptimizationRunning large language models like Llama on consumer hardware can be challenging. In this guide, I’ll share a practical implementation that…
Liang Han Sheng·Sep 20, 2024A Beginner’s Guide to Using SFTP with Node.jsIf you’re looking to transfer files securely between servers or systems in your Node.js application, SFTP (Secure File Transfer Protocol)…
Liang Han Sheng·Aug 10, 2024Understanding Database Replication and Sharding: Scaling Your Data InfrastructureIn today’s world of ever-growing data, businesses face the challenge of scaling their databases to handle large volumes of transactions and…
Liang Han Sheng·Feb 19, 2024Fine-tuning a GPT-2 Language Model on the Alpaca Dataset for Text GenerationIn this article, we’ll explore how to fine-tune a pre-trained GPT-2 language model on the Alpaca dataset using the Hugging Face…
Liang Han Sheng·Feb 13, 2024Understanding the Difference between LLMs and CNNs in Machine LearningIn the vast landscape of machine learning, two prominent architectures, Large Language Models (LLMs) and Convolutional Neural Networks…A response icon1A response icon1
InArkMindbyLiang Han Sheng·Dec 19, 2023The Precision Paradox: Leveraging 4 Decimal Places in Loan CalculationsIn the intricate world of financial systems, precision is not just a preference but a necessity. This holds particularly true in loan…
InArkMindbyLiang Han Sheng·Dec 7, 2023The Evolution and Impact of Loan Credit EnginesIn the ever-evolving landscape of the financial industry, technological advancements have played a pivotal role in reshaping traditional…
Liang Han Sheng·Nov 19, 2023Automation in Loan Origination: Leveraging Technology for EfficiencyIn the ever-evolving landscape of the financial industry, the integration of technology has become paramount for enhancing operational…
InArkMindbyLiang Han Sheng·Nov 8, 2023Mastering Loan Accounting: How Ledgers and Trial Balance Reports Ensure Financial AccuracyIn the realm of finance and lending, meticulous record-keeping is not just good practice; it’s an absolute necessity. This discipline…
