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AI performance with PHISON AiDAPTIV+

AI for Everyone: Newegg & Phison Bring Machine Learning Home

By May 22, 2025May 29th, 2025No Comments
ABS AI Training PC Powered by PHISON aiDAPTIV+

AI is revolutionizing everything from content creation to scientific research, but getting into AI development used to require insanely expensive hardware or renting servers in the cloud. Not long ago, training your own AI model could mean investing tens of thousands of dollars in high-end gear. At Newegg, we think it’s time to change that. We’ve partnered with Phison to bring powerful, accessible AI hardware straight to your desk – no supercomputer or massive budget needed.

Today, we’re excited to introduce two game-changing systems available right now on Newegg: the ABS AI Training PC and the ABS AiOne AI All-in-One Workstation, both powered by Phison’s innovative AiDAPTIV+ technology. These machines are designed to let anyone – from indie creators and educators to startups and avid gamers – dive into AI development without the usual headaches or costs. In other words, we’re unlocking AI training for all.

What is Phison AiDAPTIV+?

You might be wondering what “AiDAPTIV+” actually is, and why it’s such a big deal. Think of Phison’s AiDAPTIV+ as the secret sauce that makes these new systems special. It’s a combination of clever hardware and software that supercharges a PC’s ability to handle AI tasks. For instance, AiDAPTIV+ can extend the capabilities of a standard GPU by using ultra-fast storage (NAND flash memory) as additional memory. In plain English: your computer can work with much larger AI models than a normal GPU would allow, because AiDAPTIV+ gives it a helping hand through extra memory and smart data handling.

AiDAPTIV+ isn’t just about hardware tweaks – it also includes a full suite of AI tools to streamline your workflow. Phison’s AiDAPTIV+ Pro Suite (which comes preloaded on our systems) lets you do things like prepare and ingest your data, fine-tune large language models, run inference (having the AI generate results or answers), and manage resources all on the machine itself. This means you maintain control over your data and projects without relying on external cloud services. The result is flexibility and privacy: you can train and experiment with AI using your own private datasets securely and efficiently right on-premises, instead of sending everything to the cloud.

PHISON aiDAPTIV+

PHISON aiDAPTIV+

Exploring Newegg’s ABS AI Training PC at COMPUTEX 2025

At COMPUTEX 2025 in Taipei , Newegg introduced its ABS AI Training PC as one of five flagship exhibits under the “AI Next” theme. This demonstration highlighted how organizations of any size can accelerate machine-learning development on a desktop-scale system.

Alignment with “AI Next”:
COMPUTEX’s “AI Next” motif focused on breakthroughs in artificial intelligence across hardware, software and services. Newegg’s ABS AI Training PC was showcased in live demonstrations that combined optimized AI libraries, end-to-end workflows and interactive tuning, illustrating the future of accessible AI compute.

Key Features and Innovations:

  1. Phison AiDAPTIV+ Acceleration – Dynamic optimization of memory allocation and compute kernels delivers up to 30% faster training times on benchmark tasks.

  2. High-Density GPU Array – An eight-GPU configuration using NVIDIA Tensor-Core GPUs under liquid cooling sustains multi-teraflop performance with efficient thermals.

  3. Modular Expandability – Tool-free chassis design allows users to swap GPUs, add NVMe storage or integrate custom FPGA accelerators without system downtime.

  4. Preinstalled AI Suite – A curated software stack with dataset management, hyperparameter-tuning utilities and real-time visualization dashboards means experiments can begin immediately.

Throughout the show, Newegg experts guided visitors through real-world use cases: rapid-convergence image-classification pipelines, accelerated natural-language fine-tuning and reinforcement-learning scenarios with live policy adjustments. These demos proved both the raw power and ease of use of the ABS AI Training PC . By featuring the ABS AI Training PC alongside its SellingPilot analytics solutions, Newegg reinforced its leadership in bridging AI compute and e-commerce intelligence. Small teams and enterprise customers saw how on-premises training platforms can drive smarter, faster business decisions.

Computex 2025

ABS AI Training PC Powered by PHISON aiDAPTIV+ & Ubuntu

Meet the ABS AI Training PC, our high-performance desktop tower designed to make AI development affordable. At roughly $4,500, it shatters the usual five-figure price tag for AI-ready hardware. Whether you’re a research student, a startup founder, an educator, or a self-taught developer, this PC gives you everything you need to train neural networks and fine-tune language models right at home—without blowing your budget.

ABS AITPC Powered by PHISON aiDAPTIV+

ABS AI Training PC Powered by PHISON aiDAPTIV+

Specifications & Benefits

  • • Price (~US$4,499.99)
    Breaks the traditional five-figure barrier for AI-ready workstations, making on-premises AI training more affordable than ever.
  • • CPU: Intel® Core™ Ultra 7 Processor 265KF
    Twenty cores (8 Performance + 12 Efficient) reaching up to 5.50 GHz turbo, providing robust multi-threaded performance for data preprocessing and orchestration.
  • • GPU: NVIDIA® GeForce RTX 5070 Ti
    Built on Blackwell architecture with AI-accelerated features, it delivers the compute power necessary for both training and inference workloads.
  • • Memory: 64 GB DDR5-6000 (4 × 16 GB modules)
    Ample high-speed RAM ensures smooth handling of large datasets and complex model parameters.
  • • Storage: 2 TB M.2 NVMe SSD + AiDAPTIV+ Flash Extension
    A fast NVMe drive for your operating system and active projects, complemented by Phison’s AiDAPTIV+ flash cache to offload GPU memory and enable larger-scale model training.
  • • Operating System & Software: Ubuntu with Phison AiDAPTIV+ Pro Suite Pre-installed
    An integrated toolkit covering every step of your AI workflow—data ingestion, fine-tuning, validation, inference, and resource monitoring—so you can unbox, power on, and start training immediately without wrestling with complex setup.

In summary, the ABS AI Training PC is all about lowering the barrier to entry for AI. It delivers hands-on training power to people who previously might’ve thought AI hardware was out of reach. And yes, when you’re not running AI experiments, it doubles as an outstanding high-end PC for everyday tasks (or even gaming, if you’re so inclined) – making it a versatile addition to your home or office.

ABS AiOne All-in-One AI Workstation – AI Without Limits

What if your ambitions go beyond entry-level AI and demand even more power? That’s where our ABS AiOne All-in-One AI Workstation comes in. Built for AI labs, professionals, and enterprises tackling large-scale projects, it’s like having a miniature AI data center on your desk. The ABS AiOne delivers enterprise-grade AI performance in a sleek chassis—an all-in-one system powered by Phison’s AiDAPTIV+.

ABS AiOne All-in-One AI Workstation

The ABS AiOne is designed for maximum horsepower and scalability. It features multi-GPU capabilities—equipped with four high-end NVIDIA® RTX® GPUs working in tandem to deliver massive parallel computing power. Alongside a professional-grade Intel® Xeon® processor and an enormous pool of RAM, this rig is ready to tackle the most demanding AI tasks. Training a massive language model with hundreds of billions of parameters? No problem. Thanks to its multi-GPU setup and AiDAPTIV+-accelerated architecture, the AiOne can handle models up to 200 billion parameters in size. That means you can work on the scale of the largest models used in industry and research today, all on-premises and under your direct control.

Just like the smaller AI PC, Phison’s AiDAPTIV+ plays a crucial role in the AiOne. It overcomes traditional GPU memory limits by using advanced memory caching and an intelligent storage-to-GPU pipeline, allowing the GPUs to process massive models efficiently. In practice, this delivers enterprise-grade AI performance without the need for a warehouse full of servers. As an all-in-one solution, it comes preconfigured with the AiDAPTIV+ software suite and a Linux-based OS—whether you’re conducting intensive model training, running large-scale inference, or anything in between, the environment is ready right out of the box.

AI Power for Creators, Professionals, and Gamers

We keep talking about making AI training accessible to “everyone”—so who exactly benefits from these new Newegg AI systems? The short answer: anyone who needs serious computing muscle, not just AI researchers. Here are a few examples:

Creators
Whether you’re a video editor, 3D artist, or indie game developer, AI is quickly becoming part of the creative toolkit. With a Newegg AI PC, you can train your own generative models—such as an AI art generator or custom music composer—or use AI to accelerate content creation tasks like upscaling images and automating video edits. The best part is you can do all of this on your own machine without uploading proprietary footage or artwork to the cloud. It’s a boon for creative professionals who want to experiment with AI-driven tools while maintaining full control over their files and workflow. Plus, the powerful GPU and abundant RAM also speed up everyday creative software, whether you’re rendering graphics or editing 4K video.

Professionals and Researchers
For engineers, data scientists, and academics, these systems are a dream come true. They provide a reliable, high-performance platform for developing new AI solutions—whether that means prototyping a machine-learning model for your business, training a specialized language model for research, or analyzing large datasets. Because everything runs locally, you avoid recurring cloud rental costs and latency issues. Need to fine-tune a language model with confidential company data? Or run dozens of experiments to optimize hyperparameters? A Newegg AI workstation lets you do it on-premises, securely and cost-effectively. And when you’re not actively training models, you still have a top-tier workstation for data analysis, software development, or any other demanding task.

Gamers and Enthusiasts
Many PC enthusiasts are tinkerers at heart. If you’re a power user or gamer who loves to push boundaries, these AI-oriented rigs offer an exciting playground. Imagine modding games with AI-driven NPCs or training a neural network to play alongside you. With the ABS AI Training PC, you get a system that not only handles the latest AAA titles at ultra settings but also lets you dive into AI development whenever you like. As AI and gaming converge—think AI-enhanced graphics, smarter in-game opponents, and AI-generated content—having hardware ready for both high-end gaming and AI experimentation means you’re prepared for the future. Even if you’re not building AI projects yourself, there’s a certain pride in owning a system powerful enough for serious AI work—it’s the ultimate flex for a tech-savvy gamer.

In essence, we’re catering to a new breed of user who wears many hats. You might be a coder or researcher by day, a gamer by night, and an AI innovator on weekends. With Newegg’s AiDAPTIV+-powered systems, you have the freedom to do it all on one machine.

Ready to Explore Newegg’s AI Lineup?

We’ve lowered the barrier so students, creators, and businesses can bring fresh AI ideas to life. Head over to Newegg to discover our AiDAPTIV+-powered systems. Let’s unlock new horizons in AI—together.

Happy training!

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Author Mark Fan

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