Why RAG is Important vs Fine-Tuning and Training

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In the swiftly changing realm of artificial intelligence, companies are pursuing the most effective methods to optimise Large Language Models (LLMs) for their specific needs. Although conventional techniques like fine-tuning and comprehensive training are prevalent, Retrieval-Augmented Generation (RAG) is developing as a more efficient and pragmatic alternative. This essay will examine the significance of RAG, […]

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DeepSeek: Shaping the Future of AI Amidst Challenges and Constraints

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The unveiling of DeepSeek elicited an electrifying yet disruptive market response. Although industry leaders lauded it as a revolutionary accomplishment, its effect on the technology sector was prompt and profound. The disclosure erased billions from the market capitalisation of conventional AI firms as investors hurried to adjust their expectations. DeepSeek’s sophisticated functionalities indicated a profound […]

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The Shift from Proprietary NVIDIA AI Solutions to Open Source Frameworks: Why Enterprises are Making the Move

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In recent years, artificial intelligence (AI) has emerged as a fundamental element of innovation across various industries. Businesses, ranging from startups to multinational businesses, have been significantly investing in AI to enhance efficiencies, get insights, and develop new goods and services. Historically, numerous AI workloads have been driven by NVIDIA’s proprietary technologies, which have become […]

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Navigating the AI Deployment Dilemma: How Intel’s AMX Accelerator Eases the Journey

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Artificial Intelligence (AI) has emerged as a fundamental element of contemporary technological progress, presenting unparalleled prospects for innovation across all sectors. The possibilities of AI is extensive, ranging from improving customer interactions with chatbots to optimising supply chains with predictive analytics. Nevertheless, numerous organisations encounter difficulties while attempting to harness the power of AI. Companies […]

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