DIGITAL CODEX

Exploring the intersection of artificial intelligence, machine learning, and the future of software development through the lens of a digital architect.

LLM July 03, 2025

Demystifying Prompt Engineering: A Practical Guide for Developers

Unlock the true potential of LLMs! This guide dives deep into the art and science of prompt engineering, providing practical techniques and strategies for crafting effective prompts that yield superi…

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LLM July 01, 2025

Optimizing LLM Inference: A Deep Dive into Quantization Techniques

Large Language Models (LLMs) are revolutionizing the tech landscape, but their deployment often faces challenges due to high computational costs and latency. This article explores various quanti…

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LLM July 01, 2025

Strategies LLM: Reducing Latency and Cost in Production

Deploying Large Language Models (LLMs) in production often faces challenges related to latency and cost. This article dives deep into practical strategies for optimizing LLM inference, covering …

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LLM June 30, 2025

Decoding the Landscape: A Comprehensive Guide to Large Language Model Types

Large Language Models (LLMs) are transforming the tech world, but understanding their diverse architectures is crucial. This guide dives deep into the different types of LLMs – from autoregressi…

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LLM June 30, 2025

Optimizing LLM Inference with Quantization: A Deep Dive for Developers

Large Language Models (LLMs) are powerful, but their resource demands are substantial. This post delves into the crucial technique of quantization – reducing the precision of model weights and a…

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