Which workstation is best for LLM training?

The ABS Zaurion Pro and Duo Ruby offer multi-GPU performance ideal for training and fine-tuning large language models. The Zaurion Pro supports up to 4× RTX 6000 Ada Generation GPUs, while the Duo Ruby provides dual RTX Pro 6000 Blackwell MaxQ GPUs for high-throughput AI training workloads.

How many GPUs do I need for AI workloads?

Most AI training tasks benefit from 2–4 GPUs, while inference-focused workloads often run effectively on a single GPU. For large language model training, we recommend the Zaurion Pro (4 GPUs) or Duo Aqua/Duo Ruby (2 GPUs). For inference and development, single-GPU models like Zaurion Aqua or Ruby are typically sufficient.

Can ABS workstations run 4× RTX GPUs?

Yes. The Zaurion Pro is specifically designed to support up to four NVIDIA RTX 6000 Ada Generation GPUs for high-throughput AI workloads, LLM training, and enterprise AI/ML applications. It features up to 2TB DDR5 ECC memory and PHISON aiDAPTIV+ AI optimization software.

What's the difference between RTX 6000 Blackwell and Ada Generation?

RTX 6000 Blackwell is NVIDIA's latest professional GPU architecture, offering up to 2.3× faster rendering and improved AI training performance compared to Ada Generation. Blackwell GPUs feature 96GB GDDR7 memory and are available in our Zaurion Aqua, Ruby, Duo Aqua, and Duo Ruby models. Ada Generation GPUs (available in Zaurion Pro) provide excellent performance for multi-GPU enterprise deployments.

Do ABS workstations come with AI software pre-installed?

Yes, optionally. ABS workstations can be configured with a pre-installed AI stack including PyTorch, TensorFlow, CUDA, RAPIDS, Triton, and Docker — all tuned and validated for workstation performance. This allows you to start training immediately without environment setup.

Ultimate Workstations for AI, Engineering, and Creative Production

High-performance, pre-configured systems optimized for AI training, inference, and data-driven workflows — built and supported in USA.

Optional: Pre-installed AI stack — PyTorch, TensorFlow, CUDA, RAPIDS, Triton, Docker, plus workstation-tuned configs. Start training on day one. Learn more →

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Up to 4× Faster Performance With Next-Generation GPUs

Significant gains in AI, rendering, and simulation workloads compared to previous-generation workstations and cloud instances.

Up to 4× faster

AI Training Performance

LLM training vs. cloud instances

RTX 6000 Blackwell vs. cloud instances

Up to 2.3× faster

Rendering Performance

GPU rendering vs. previous-gen

RTX 6000 Blackwell vs. RTX 6000 Ada / A6000

Up to 1.7× faster

Engineering Simulation

CUDA simulation performance

Ada vs. previous-generation Ampere GPUs

Based on internal testing and manufacturer specifications; results may vary based on workload, configuration, and system setup.

Trusted by Industry Leaders

Leading organizations across technology, aerospace, research, and manufacturing rely on ABS AI workstations for their mission-critical workloads.

Apple

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Built on Industry-Leading Technologies

ABS Zaurion workstations are engineered on a trusted foundation of professional GPU, CPU, and system technologies used by the world's top AI, engineering, and research teams.

Professional RTX GPUs

Professional RTX graphics and AI acceleration platform for LLM training, rendering, and simulation.

Threadripper Pro

High-core-count Threadripper Pro CPUs optimized for engineering, simulation, and compute-heavy workloads.

Xeon W-Series

Reliable Xeon workstation processors tuned for professional applications and multi-GPU configurations.

Workstation Platforms

Enterprise-grade workstation barebone platforms for stable power delivery, thermal performance, and expandability.

aiDAPTIV

AI-optimized firmware layer designed to enhance throughput, reduce latency, and streamline AI workflows.

Find Your Solution

Choose your workflow to get a recommended workstation configuration

AI & Machine Learning

Train large models, run inference, and accelerate deep learning workflows

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Engineering & Simulation

CAD design, CFD/FEA simulation, and engineering visualization

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Content Creation & VFX

VFX, animation, rendering, and professional media production

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Scientific Research & Big Data

Genomics, data analytics, visualization, and HPC applications

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Flagship Model: Zaurion Series

Series	CPU	GPUs (installed)	GPUs (max)	Best For	Max RAM	MSRP
Zaurion Aqua	Intel	1x	Up to 4x	AI, Rendering, Simulation	Up to 1TB DDR5	From $14,995.00
Zaurion Duo Aqua	Intel	2x	Up to 4x	AI Training, VFX	Up to 1TB DDR5	From $24,295.00
Zaurion Ruby	AMD Threadripper Pro	1x	Up to 4x	HPC, AI, Rendering	Up to 1TB DDR5	From $18,295.00
Zaurion Duo Ruby	AMD Threadripper Pro	2x	Up to 4x	Dual-GPU AI, Simulation	Up to 1TB DDR5	From $29,595.00
Zaurion Ruby Mid-tower	AMD EPYC 4565P	1x	1x	Entry AI dev, ML engineering, large-model inference	Up to 256GB DDR5 ECC	From $8,899
Zaurion Pro	Intel	4x	4x	Enterprise AI/ML, LLM Training	Up to 2TB DDR5 ECC	$49,999.00