AI Training Servers

Built for Model Development and Large-Scale Training

Broadberry designs AI training servers and AI training infrastructure for building and optimising machine learning models. These systems support workloads such as large language model (LLM) training, deep learning, and distributed AI training.

From early-stage development systems such as NVIDIA DGX Spark through to full-scale NVIDIA SuperPODs and complete AI factories, Broadberry supports AI training at every stage of deployment.

AI training requires high compute density, fast GPU-to-GPU communication, and efficient data movement, which Broadberry AI training servers are designed to deliver at scale.

Broadberry is a NVIDIA Elite Partner, accredited to design and build AI training infrastructure including AI PODs and AI factories tailored to specific AI training workloads.

Quick Answers to Common AI Training Questions

What is an AI training server?

An AI training server is a system designed to build and optimise machine learning models using large datasets and high-performance compute resources.


What hardware is required for AI training?

AI training typically requires GPUs, high-speed interconnects, large memory capacity, and fast storage to support parallel processing and data throughput.


What is the difference between AI training and inference?

Training builds and optimises a model. Inference uses that model to generate predictions from new data.

What is AI Training?

AI training is the process of building a machine learning model by feeding it large datasets and adjusting its parameters over time.

Unlike inference, which runs a trained model, training is compute-intensive and requires coordinated processing across multiple GPUs and nodes. Performance depends on how efficiently data is processed and how quickly systems can iterate through training cycles.

Training is typically measured by:

AI Training vs AI Inference: Key Differences

AI training and AI inference serve different roles in the machine learning lifecycle and place different demands on infrastructure.

AI Training AI Inference
Primary Purpose Build and optimise models using large datasets Run trained models to generate predictions
Core Process Iterative computation and parameter tuning Real-time or batch prediction from new data
Compute Requirements Very high, often distributed across multiple GPUs Moderate to high, depending on workload
Key Priorities Parallel processing across multiple GPUs
High-bandwidth interconnects
Efficient data loading and preprocessing		 Low latency
High request throughput
Consistent response times
Typical Environment Training clusters, multi-node systems Edge, on-premise, or cloud deployment
Performance Focus Time to convergence and training efficiency Response time and throughput

AI Training System Overview

Broadberry AI training servers are designed to accelerate model development, reduce training time, and support distributed AI training at scale.

Typical configurations include:

Systems are configured based on model size, dataset scale, and training architecture, including multi-GPU and multi-node training environments.

Broadberry GPU-dense platforms are optimised for leading AI frameworks such as PyTorch, TensorFlow, and JAX, and support the latest accelerators from NVIDIA and AMD.

Hardware Purpose Built for AI Training

Understanding each customers unique workload is central to every solution we design. Broadberry systems are configured to support the full spectrum of AI training and inference demands, including:

GPU Accelerated Training Servers

Our GPU dense platforms are optimised for leading AI frameworks such as PyTorch, TensorFlow, and JAX, and support the latest accelerators from NVIDIA and AMD.

Key capabilities include:

AI Ready Systems Built for Modern Training Workloads
Stage What Broadberry Enables
General Purpose
Data Preparation High capacity storage, fast ingest, scalable compute
Model Training GPU dense servers, HPC clusters, high bandwidth networking
Hyperparameter Tuning Distributed compute, automated scaling
Model Deployment Edge appliances, inference servers
Monitoring & Optimisation Enterprise grade reliability, remote management, long term support
Best GPU for AI
Enterprise Grade Reliability & Global Support

Broadberry Data Systems is trusted worldwide by enterprises, government agencies, research institutions, and cloud providers. Our AI ready platforms offer:

  • Long term component availability
  • Global warranty and support options
  • Custom engineering and configuration services
  • Proven reliability across mission critical environments
Industries We Support with AI Hardware
  • Autonomous vehicles
  • Healthcare & medical imaging
  • Financial modelling
  • Cybersecurity
  • Scientific research
  • Manufacturing & robotics
  • Media & entertainment
  • Retail & logistics
Qty Processors
Single Socket Dual Socket
Form Factor
2U 4U 5U 8U
Application
Storage Compute / HPC GPU / Rendering / AI Standard Server Edge / Networking
Drive Interface
SATA 12Gb/s SAS NVMe M.2
Drive Bay Qty
1 2 4 6 8 12 24
Hot-Swap Drives
Fixed Drives Hot-Swap Drives
Drive Bay Size
2.5" Drives E1.S
Server Processor
Intel Xeon 6 Processor Intel Xeon Scalable Processor Gen 5 AMD EPYC 9005 / 9004 Series Grace Blackwell
Memory DIMMS
12x 6400MHz 24x 6400MHz 32x 6400MHz 12x 4800MHz 24x 4800MHz 32x 4800MHz
GPU Slots
8x H200 Tensor Core GPUs 8x NVIDIA Blackwell GPUs 4x Double / Single Width GPU 8x Double / Single Width GPU 8x SXM GPU
Features
VMware Compatible High RAM Capacity Extra Expansion Slots Full Height/Length Expansion Redundant Power Supply - Standard Short Depth Quickship
Expansion
12x PCIe 5.0 x16 4x PCI-E 5.0 x16 FHFL, 2x PCI-E 5.0 x16 (LP) 4x PCIe 5.0 x16 FHFL, 2x LP PCIe 5.0 x16 7x PCI-E 5.0 x16 FHFL 8x PCIe 5.0 x16 FHFL, 1x PCIe 5.0 x16 FHHL 8x PCIe 5.0 x16 FHFL, 2x PCIe 5.0 x16 (LP) 8x PCIe 5.0 x16 FHFL, 2x PCIe 5.0 x16 FHHL 8x PCIe 5.0 x16 FHFL, 4x PCIe 5.0 x16 FHHL 8x PCIe 5.0 x16 LP, 2x PCIe 5.0 x16 FHFL
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  2. Servers
  3. AI Training
Quickspecs.
NVIDIA DGX Spark

NVIDIA DGX Spark Founders Edition AI Supercomputer. Designed for a development, pre-production and concept that allows developers to test and fine tune AI Code / software stack prior to AI Production.

Drive Bays:
Fixed Drives
Qty Drives:
1
Server Processor:
Grace Blackwell
GPU Support:
NVIDIA GPU Optimised
Max RAM Capacity:
GB
Configure From: $9,696
Configure
Quickspecs.
CyberServe Xeon SP2-208G GPU G6

Dual Intel Xeon 6 Series processors, dual 10Gb/s LAN ports, redundant power supply, 8x 2.5" NVMe/SATA/SAS hot-swappable bays.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
SATA , 12Gb/s SAS, NVMe
Server Processor:
Intel Xeon 6 Processor
Memory DIMMS:
24x 6400MHz
GPU Slots:
4x Double / Single Width GPU
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
3.1TB
Configure From: $17,932
Configure
Quickspecs.
CyberServe EPYC EP1 208-4NVMe GPU G5

Single AMD EPYC 9005 / 9004 Series, Supports up to 4x FHFL PCIe Gen5 x16 slots - 4x 2.5" NVMe/SAS/SATA & 4x 2.5" SAS/SATA Drives.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
12
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
12x 4800MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
1.5TB
Configure From: $20,319
Configure
Quickspecs.
CyberServe EPYC EP1 208-4NVMe 8GPU G5

Single AMD EPYC 9005 / 9004 Series, Supports up to 8x FHFL PCIe Gen5 x16 slots - 4x 2.5" NVMe/SAS/SATA & 4x 2.5" SAS/SATA Drives.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
12
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
12x 4800MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
GB
Configure From: $23,759
Configure
Quickspecs.
CyberServe EPYC EP1 208-4NVMe 8GPU G5Q

Single AMD EPYC 9005 / 9004 Series, Supports up to 8x FHFL PCIe Gen5 x16 slots - 4x 2.5" NVMe/SAS/SATA & 4x 2.5" SAS/SATA Drives.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
12x 4800MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard, Quickship
Max RAM Capacity:
GB
Configure From: $24,867
Configure
Quickspecs.
Quick Ship! 
CyberServe EPYC EP1 202-NVMe-G 4GPU G5

Short Depth Single AMD EPYC 9005 / 9004 Series Server with 4x GPU Slots, 2x 2.5" Gen4 NVMe Hot-Swappable bays

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
2
Drive Interface:
NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
12x 6400MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
VMware Compatible, Full Height/Length Expansion, Redundant Power Supply - Standard, Short Depth
Max RAM Capacity:
1.5TB
Configure From: $26,307
Configure
Quickspecs.
Quick Ship! 
CyberServe EPYC EP2 206-NVMe-G 4GPU G5

Short Depth Dual AMD EPYC 9005 / 9004 Series Server with 4x GPU Slots, 6x 2.5" Gen4 NVMe Hot-Swappable bays

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
6
Drive Interface:
NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
VMware Compatible, Full Height/Length Expansion, Redundant Power Supply - Standard, Short Depth
Max RAM Capacity:
3.1TB
Configure From: $26,391
Configure
Quickspecs.
CyberServe EPYC EP2 206-NVMe-G 4GPU G5Q

Short Depth Dual AMD EPYC 9005 / 9004 Series Server with 4x GPU Slots, 6x 2.5" Gen4 NVMe Hot-Swappable bays

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
6
Drive Interface:
NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
4x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
VMware Compatible, Full Height/Length Expansion, Redundant Power Supply - Standard, Short Depth, Quickship
Max RAM Capacity:
GB
Configure From: $27,363
Configure
Quickspecs.
CyberServe Xeon SP2-412G 12NVMe GPU G6

Dual Intel Xeon 6 Series processors, Supports 8x Dual slot Gen5 GPUs, dual 10Gb/s LAN ports, redundant power supply, 12x 2.5" NVMe/SATA/SAS & 4x SATA/SAS hot-swappable bays.

Form Factor:
4U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
12
Drive Interface:
SATA , 12Gb/s SAS, NVMe
Server Processor:
Intel Xeon 6 Processor
Memory DIMMS:
32x 6400MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
4.1TB
Configure From: $34,595
Configure
Quickspecs.
CyberServe EPYC EP2 208G-4NVMe GPU G5

Dual AMD EPYC 9005 / 9004 Series, Supports up to 8x FHFL PCIe Gen5 x16 slots - 4x 2.5" NVMe/SATA/SAS & 4x SATA/SAS Drives.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
SATA , 12Gb/s SAS, NVMe
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
3.1TB
Configure From: $34,607
Configure
Quickspecs.
CyberServe EPYC EP2 208G-4NVMe GPU G5Q

Dual AMD EPYC 9005 / 9004 Series, Supports up to 8x FHFL PCIe Gen5 x16 slots - 4x 2.5" NVMe/SATA/SAS & 4x SATA/SAS Drives.

Form Factor:
2U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
SATA , 12Gb/s SAS, NVMe
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
Full Height/Length Expansion, Redundant Power Supply - Standard, Quickship
Max RAM Capacity:
GB
Configure From: $34,607
Configure
Quickspecs.
CyberServe EPYC EP2 524S GPU G5

Dual AMD EPYC 9005 Series Server - Supports 8x Dual Slot GPU Accelerator Cards, 4x 2.5" NVMe & 2x SATA Hot Swap Drive Bays

Form Factor:
5U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
4
Drive Interface:
SATA , NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
8x Double / Single Width GPU
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
GB
Configure From: $41,269
Configure
Quickspecs.
CyberServe EPYC EP2 408A-4NVMe-G GPU G5

Dual AMD EPYC 9005 / 9004 Series 8x GPU Server - 4x 2.5" NVMe/SATA/SAS & 4x SATA/SAS

Form Factor:
4U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 6400MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
3.1TB
Configure From: $41,461
Configure
Quickspecs.
CyberServe EPYC EP2 412G-12NVMe-G GPU G5

Dual AMD EPYC 9005 / 9004 Series 8x GPU Server - 12x 2.5" NVMe/SATA/SAS

Form Factor:
4U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
12
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 4800MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
6.1TB
Configure From: $48,300
Configure
Quickspecs.
CyberServe EPYC EP2 412G-12NVMe-G GPU G5Q

Dual AMD EPYC 9005 / 9004 Series 8x GPU Server - 12x 2.5" NVMe/SATA/SAS

Form Factor:
4U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
12
Drive Interface:
SATA , 12Gb/s SAS, NVMe, M.2
Server Processor:
AMD EPYC 9005 / 9004 Series
Memory DIMMS:
24x 4800MHz
GPU Slots:
8x Double / Single Width GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Full Height/Length Expansion, Redundant Power Supply - Standard, Quickship
Max RAM Capacity:
GB
Configure From: $48,705
Configure
Quickspecs.
CyberServe Xeon SP2-824 NVMe G5 GPU

Supports 8x HGX H200 GPUs, dual 10Gb/s BASE-T LAN ports, redundant power supply, 16 x 2.5" NVMe, 8x SATA hot-swappable bays. Built for AI Training and Inferencing.

Form Factor:
8U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
24
Drive Interface:
SATA , NVMe, M.2
Server Processor:
Intel Xeon Scalable Processor Gen 5
Memory DIMMS:
32x 4800MHz
GPU Slots:
8x SXM GPU
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Extra Expansion Slots, Full Height/Length Expansion, Redundant Power Supply - Standard
Max RAM Capacity:
4.1TB
Configure From: $618,838
Configure
Quickspecs.
NVIDIA DGX H200

NVIDIA DGX H200 with 8x NVIDIA H200 141GB SXM5 GPU Server, Dual Intel® Xeon® Platinum Processors, 2TB DDR5 Memory, 2x 1.92TB NVMe M.2 & 8x 3.84TB NVMe SSDs.

Form Factor:
8U
Drive Bays:
Fixed Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
NVMe, M.2
Server Processor:
Intel Xeon Scalable Processor Gen 5
GPU Slots:
8x H200 Tensor Core GPUs
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Redundant Power Supply - Standard
Max RAM Capacity:
0GB
Configure From: $796,160
Configure
Quickspecs.
CyberServe EPYC EP2-808S G6

CyberServe EPYC EP2-808S G6 with 8x NVIDIA HGX B300 GPUs, Dual Intel Xeon 6 Series Processors, DDR5 Memory, 2x M.2 slots & 8x NVMe Hot swap drive bays

Form Factor:
8U
Drive Bays:
Hot-Swap Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
NVMe, M.2
Server Processor:
Intel Xeon 6 Processor
Memory DIMMS:
32x 6400MHz
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Redundant Power Supply - Standard
Max RAM Capacity:
GB
Configure From: $968,255
Configure
Quickspecs.
NVIDIA DGX B200

NVIDIA DGX B200 with 8x NVIDIA Blackwell GPUs, Dual Intel® Xeon® Platinum 8570 Processors, 4TB DDR5 Memory, 2x 1.92TB NVMe M.2 & 8x 3.84TB NVMe SSDs.

Form Factor:
8U
Drive Bays:
Fixed Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
NVMe, M.2
Server Processor:
Intel Xeon Scalable Processor Gen 5
GPU Slots:
8x NVIDIA Blackwell GPUs
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Redundant Power Supply - Standard
Max RAM Capacity:
0GB
Configure From: $1,080,020
Configure
Quickspecs.
NVIDIA DGX B300

NVIDIA DGX B300 with 8x NVIDIA Blackwell Ultra SXM GPUs, Dual Intel® Xeon® 6776P Processors, 2TB DDR5 Memory, 2x 1.92TB NVMe M.2 & 8x 3.84TB E1.S NVMe.

Form Factor:
8U
Drive Bays:
Fixed Drives
HDD Size:
E1.S
Qty Drives:
8
Drive Interface:
NVMe, M.2
Server Processor:
Intel Xeon 6 Processor
GPU Slots:
8x NVIDIA Blackwell GPUs
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Redundant Power Supply - Standard
Max RAM Capacity:
GB
Configure From: $1,160,076
Configure
Quickspecs.
NVIDIA DGX GB200

NVIDIA DGX GB200 with 72x NVIDIA Blackwell GPUs, Dual Intel® Xeon® Platinum Processors, 4TB DDR5 Memory, 2x 1.92TB NVMe M.2 & 8x 3.84TB NVMe SSDs.

Form Factor:
8U
Drive Bays:
Fixed Drives
HDD Size:
2.5" Drives
Qty Drives:
8
Drive Interface:
NVMe, M.2
Server Processor:
Intel Xeon Scalable Processor Gen 5
GPU Slots:
8x NVIDIA Blackwell GPUs
GPU Support:
NVIDIA GPU Optimised
Features:
High RAM Capacity, Redundant Power Supply - Standard
Max RAM Capacity:
0GB
Configure From: $16,753,550
Configure

Call a Broadberry Storage & Server Specialist Now: +61 2 8551 2715

Have a Broadberry Expert Contact You:

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Engineer performing test.Our Rigorous Testing

Before leaving our workshop, all Broadberry server and storage solutions undergo a rigorous 48 hour testing procedure. This, along with the high-quality industry leading components ensures all of our server and storage solutions meet the strictest quality guidelines demanded from us.

Broadberry professional.Un-Equaled Flexibility

Our main objective is to offer great value, high-quality server and storage solutions, we understand that every company has different requirements and as such are able to offer un-equaled flexibility in designing custom server and storage solutions to meet our clients' needs.

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We have established ourselves as one of the biggest storage providers in the UK, and since 1989 supplied our server and storage solutions to the world's biggest brands. Our customers include:

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