AI Development, Local LLM, AI Workstation for DL
AI Development, Local LLM, Deep Learning AI Workstation
The Applied AI Workstation refers to a high-performance computer optimized for advanced AI development tasks that require vast computational resources, such as deep learning, machine learning, data analysis, and simulation. By equipping the latest generation CPUs, large-capacity memory, high-speed storage, and high-end GPUs, it enables fast and stable execution of training and inference processes for large-scale neural networks. Additionally, with a software environment and development tools optimized for Linux-based operating systems like Ubuntu, it provides flexibility and scalability that allows researchers and developers to start working immediately. It can accommodate a wide range of industries and applications, including not only AI development but also scientific computing, image processing, and CAD/CAE analysis. Hardware configuration for AI development, local LLM, and deep learning workstation.
basic information
Recommended models for AI development, local LLM, and deep learning applications: Core Ultra processors, high-end GPUs like RTX 5090/RTX PRO 6000, and models equipped with Linux Ubuntu.
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Applications/Examples of results
Main Needs Training large-scale AI models Parallel processing with multiple GPUs allows for the rapid training of complex deep learning models such as Transformers and CNNs. High-speed processing of large datasets In AI/statistical analysis dealing with tens of millions to hundreds of millions of data points, high memory bandwidth and storage I/O speed are required. Consistent development from research/prototyping to practical application There is a need to handle everything from experimental algorithm validation to integration into products and proof of concept (PoC) with a single machine. Workflow efficiency and cost reduction By avoiding reliance on the cloud and establishing an on-premises computing environment, communication delays and running costs can be reduced.
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[Blog] "Revisiting the Question: What is 'Generative AI'?" As corporate utilization advances, the fundamentals and possibilities you should know.
The term "generative AI" has become something we hear in our daily lives. Generative AI, including ChatGPT and Gemini, is being utilized in various situations such as writing and summarizing text, information retrieval, image generation, and program creation. In companies, expectations for generative AI are rising for purposes like improving operational efficiency, utilizing information, and creating new services. On the other hand, because generative AI has become more accessible, many people may want to clarify the basics: "What exactly is generative AI?" "What is different from previous AI?" "How can it be specifically utilized in companies?" "What kind of environment is necessary to fully leverage generative AI?" This time, as the use of generative AI in businesses is progressing, we will revisit and organize our understanding of generative AI, its potential, and the computing environment that supports it.
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[Blog] <Tried Making> The First Step Towards "Physical AI" Pioneered by Local LLM × RAG - Experience Building Your Own Dedicated AI Partner -
Now, AI is trying to leap from "the screen" into "the real world." Local LLMs, which excel in security and high-speed processing, have now become a powerful practical engine that goes beyond mere dialogue tools, playing a central role in corporate DX and products. Many of you may have seen examples like "life-sized AI avatars for customer service" being introduced in convenience stores. What happens when local LLMs are further integrated into hardware such as communication robots? AI will evolve into "Physical AI," capable of recognizing the real world and physically interacting with it. The key to this paradigm shift lies in cutting-edge technology known as the "VLA (Vision-Language-Action) model." In this context, we have created an experimental prototype to actually experience the "sense of AI connecting with the real world." We would like to introduce you to its operation and potential!
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Applied Corporation is a computer manufacturing company based in Hakata-ku, Fukuoka City, Fukuoka Prefecture, with 65 locations nationwide. We provide the latest business proposals, from cutting-edge computers to the implementation of DX and solutions, for corporate clients across the country.