21 articles in this category
acadifysolution.com InsightIntroduction As enterprise AI continues to grow in importance, organizations are looking for ways to optimize their AI workloads for high-performance engineerin…
acadifysolution.com technical guideArchitecture Overview & Prerequisites To set up vLLM with Ray on multi-GPU clusters, you will need: A multi-GPU cluster with at least 4 GPUs Ray installed on e…
acadifysolution.com case studyA leading insurance company faced significant challenges in their customer routing system, which was experiencing latency spikes and high cloud costs. To addres…
acadifysolution.com whitepaperExecutive Problem Statement & Financial/Operational Risk As AI adoption continues to grow, enterprises face increasing pressure to deploy high-performance AI mo…
acadifysolution.com benchmarkIn this critical showdown, we pit AWQ, GPTQ, and FP8 against each other in terms of quantization accuracy degradation. Our benchmark test environment consists o…
acadifysolution.com research reportAbstract & Executive Synthesis This research report explores the use of Hybrid Mamba-Transformer MoE architectures for long-context retrieval tasks. We investig…
acadifysolution.com InsightIntroduction Building scalable enterprise AI requires a cloud-native architecture that can handle high-performance computing, reduced latency, and increased thr…
acadifysolution.com technical guideThis guide provides a step-by-step walkthrough of setting up and optimizing vLLM with Ray on multi-GPU clusters for high-performance enterprise AI applications.…
acadifysolution.com case studyOur client, a leading fintech company, faced a critical bottleneck in their document QA system. The legacy architecture was unable to handle the increasing volu…
acadifysolution.com whitepaperExecutive Problem Statement & Financial/Operational Risk As enterprises increasingly adopt AI and ML, they expose themselves to significant financial and oper…
acadifysolution.com benchmarkBenchmark Test Environment Specifications Hardware: 8x NVIDIA H100 GPUs, 128 GB VRAM each OS: Ubuntu 22.04, CUDA 11.7, cuDNN 8.7 Cluster: 16x nod…
acadifysolution.com research reportThis report presents a comprehensive analysis of Hybrid Mamba-Transformer MoE Architectures for Long-Context Retrieval tasks. We compare the performance of vari…
1. Overview As the world becomes increasingly saturated with AI-powered products, it's time to rethink the way we approach innovation. The next unicorn won't …
1. OverviewAs Claude AI continues to evolve beyond its chatbot roots, forward-thinking organizations are integrating it into various business workflows to drive…
1. OverviewAs the landscape of enterprise AI continues to evolve, organizations are no longer asking whether AI works, but rather how to reliably integrate it i…
