Where to Buy

Reimagine the possibilities of AI for your business

aiDAPTIV+ puts the power of enterprise-grade AI workloads into your hands affordably, privately, wherever you go, by extending GPU memory, enabling cost-effective on-premises AI and providing a complete ‘LLM training-in-a-box’ toolset for ease of use.

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Where to buy

How it works

Plug-and-play AI, backed by serious engineering

aiDAPTIV+ combines optimized memory management middleware, flash-boosted memory, either CLI or an optional GUI-based all-in-one AI toolset and seamless GPU integration to deliver fast, secure AI training at scale.

The aiDAPTIV+ middleware layer provides PyTorch, CUDA and NeMo compliance without modifying your models. Combined with aiDAPTIVCache SSDs, it delivers up to 8TB of extended memory with low latency and extreme endurance.

  • aiDAPTIVLink middleware for memory management
  • aiDAPTIVCache SSD for up to 100 DWPD endurance
  • Pre-configured AI-ready setup with optional GUI-based all-in-one toolset
  • No cloud dependencies
Download full solution brief

Connect your data

  • Feed your data to the GUI
  • Automatic formatting into AI-ready datasets

Select models & tasks

  • Pick an open-source LLM model
  • Configure your fine-tuning objectives and parameters

Fine-tune and inference

  • Simple point-and-click start
  • Monitor training progress & GPU usage
  • Compare inference side-by-side

Intelligent model weight management

  • Slices and streams model weights between VRAM and SSD in real time
  • Prioritizes active weights in VRAM, offloads inactive ones to the SSD

Optimized training and inference

  • Prevents Out-of-Memory errors with larger batch sizes and sequence lengths
  • Retrieves KV cache entries from the SSD

Extends GPU memory

  • aiDAPTIVCache SSDs act as VRAM overflow for larger model weights
  • 24/7 fine-tuning workloads without wearing out

Accelerates inference

  • Stores evicted KV cache entries instead of discarding
  • Enables a longer context window with faster recall under a heavy load

Why your business needs aiDAPTIV+

How aiDAPTIV+ adds value to your business

Custom training AI with aiDAPTIV+ removes the complexity, cost, and privacy barriers so that you can unlock real value from your data within hours, not weeks. Achieve breakthrough added AI model capacity using local, small-scale infrastructure.

Compare: aiDAPTIV+ vs Cloud vs All-GPU card data center builds

aiDAPTIV+

Cloud

GPU-card data center builds

Enterprise-class power

  • Works with NVIDIA GPUs
  • Works with NVIDIA GPUs
  • Works with NVIDIA GPUs

即插即用，简易部署

  • Integrated, all-in-one AI toolset
  • Proprietary AI toolsets
  • Unintegrated toolsets

高成本效益

  • Affordable, one-time purchase
  • Costly, unpredictable bills
  • High CAPEX + integration costs

Data privacy

  • 100% on-prem behind your firewall
  • Data leaves your control
  • 100% on-prem behind your firewall

Simple scaling

  • Scalable cache memory
  • Pay for higher usage
  • Costly infrastructure upgrades

Accelerated inference

  • Endless cache memory
  • Limited to GPU-card memory
  • Limited GPU-card memory

Compare: aiDAPTIV+ vs Cloud vs All-GPU card data center builds

aiDAPTIV+

  • Works with NVIDIA GPUs
  • Integrated, all-in-one AI toolset
  • Affordable, one-time purchase
  • 100% on-prem behind your firewall
  • Scalable cache memory
  • Scalable cache memory
  • Endless cache memory

Cloud

  • Works with NVIDIA GPUs
  • Proprietary AI toolsets
  • Costly, unpredictable bills
  • Data leaves your control
  • Pay for higher usage
  • Limited to GPU-card memory

GPU-card data center builds

  • Works with NVIDIA GPUs
  • Unintegrated toolsets
  • High CAPEX + integration costs
  • 100% on-prem behind your firewall
  • Costly infrastructure upgrades
  • Limited GPU-card memory

Improved inference

10X faster inference on any system

Using flash-accelerated memory and middleware optimization, aiDAPTIV+ dramatically reduces Time-To-First-Token (TTFT) across GPU configurations. Even under heavy load, aiDAPTIV+ consistently delivers responses up to 10X faster by eliminating the need to recalculate evicted tokens, making your AI feel faster, more fluid, and more accurate.

System Configurations Tested:

  • GPUs: RTX 4060Ti, 5060Ti, 5080
  • Model: Llama 3.1 8B Q4, 32K token length
  • KV Cache Size: 4 GB
Using flash-accelerated memory and middleware optimization, aiDAPTIV+ dramatically reduces Time-To-First-Token (TTFT) across GPU configurations. Even under heavy load, aiDAPTIV+ consistently delivers responses up to 10X faster by eliminating the need to recalculate evicted tokens, making your AI feel faster, more fluid, and more accurate.

Fine-tuning at scale

Train 100B+ parameter models by expanding memory

aiDAPTIV+ delivers a massive capacity boost by extending GPU memory with ultra-fast SSD caching, allowing a standard 4-GPU workstation to fine-tune 100B+ parameter models. While similarly priced competitor systems cap out below 10B due to VRAM limitations, aiDAPTIV+ unlocks datacenter-scale performance on desktop-class hardware, with no cloud costs or GPU racks required.
  • 4x RTX 6000 Ada GPUs (48GB VRAM each)
  • 2x aiDAPTIVCache 2TB SSDs
  • LLM sizes: YaLM (100B), Gemma 2a (9B), Yi (6B), MiniCPM (4B)

Resources for setup and support

Everything you need to deploy and go

Whether you’re integrating with a laptop PC, desktop PC or engineering workstation or deploying at scale, our how-to guides and documentation make setup quick and simple.

Getting started guide

Step-by-step instructions to help you set up and start training models quickly.

Download Getting started guide
aiDAPTIVPro Suite 
installation guide

Install and configure aiDAPTIVPro Suite with ease.

Download the installation guide
aiDAPTIVPro Suite user manual

Learn how to use every feature for end-to-end model training and inferencing.

Download the user manual
Download the combined manual
Community resources

Connect with other users, share tips, and get support from the growing community.

Github
Discord
Reddit

Ways to buy

Choose your setup

aiDAPTIV+ makes AI processing possible on a range of small-scale devices by extending the memory needed by the GPU, enabling the use of cost-effective hardware with just the needed number of GPU cards in place of expensive AI servers or GPU cloud services.

aiDAPTIV+ is available in multiple personal computer and workstation form factors, and is ready to go out-of-the-box.

台式电脑

Up to 13B models
$3,000-$5,000

Buy now
Buy now

Desktop Workstation

Up to 100B models
$5,000-$50,000

Buy now
Buy now
Coming soon

笔记本电脑

Up to 8B models
$2,000-$5,000

Buy now

Where to buy

Deploy now, perform faster

Available now via your trusted sources, including Newegg and MAINGEAR. Choose the aiDAPTIV+ setup that fits your team—and start training AI today.

  • 台式电脑
  • 台式工作站
Buy now
  • 台式电脑
  • 台式工作站
Buy now
  • 台式工作站
Coming soon

联系我们

对 aiDAPTIV+ 在您的环境中如何运行有疑问？需要帮助选择合适的解决方案或了解性能预期？

我们随时为您提供帮助——从技术咨询到采购决策，我们都能为您解答。请填写表格，aiDAPTIV+ 团队成员将尽快与您联系。