Mar 28 · 4 min read · Originally published at adiyogiarts.com Benchmarking LLM Serving: vLLM, TensorRT-LLM & SGLang Performance Benchmarking Large Language Model (LLM) serving frameworks is paramount for efficient deployment. This article s into the performance character...
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Mar 28 · 5 min read · Originally published at adiyogiarts.com Small Language Models vs. Frontier: 3B Parameters Beat 70B The long-held belief that larger language models always perform better is now undergoing a critical re-evaluation. Surprisingly, new data reveals that...
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Feb 10 · 6 min read · The year is 2025, and the landscape of AI development has dramatically shifted. Next-gen processors equipped with Neural Processing Units (NPUs) are now ubiquitous, from smartphones to industrial IoT. This paradigm shift demands a new approach to opt...
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Feb 1 · 7 min read · The world of Artificial Intelligence is evolving at an unprecedented pace, with new models and applications emerging daily. However, this rapid advancement comes with a significant challenge: the escalating computational demands and energy consumptio...
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