Maximizing AI Performance with NVIDIA B200

GPUs and DeepSeek on IonStream
The AI revolution is here, and enterprises, researchers, and AI developers are pushing the
boundaries of what’s possible with deep learning and machine learning inference. However,
scalability, performance bottlenecks, and cost-efficiency remain major challenges for AI-driven
businesses. Enter the NVIDIA B200 GPU, a game-changer in AI compute, now available
through IonStream’s bare-metal Infrastructure-as-a-Service platform.

Pairing NVIDIA B200 GPUs with DeepSeek’s AI optimization framework enables businesses to
achieve faster inference, lower latency, and reduced compute costs—without the capital
expense of building out their own infrastructure.

If you’re looking for a turnkey AI compute solution that delivers unparalleled performance, keep
reading. We’ll break down how NVIDIA’s B200 and DeepSeeInk’s software stack work together
to supercharge AI inference, optimize deep learning models, and make AI compute scalable
and cost-efficient.

Why the NVIDIA B200 is the Best AI GPU for Inference
NVIDIA’s B200 GPUs are engineered for the most demanding AI workloads, including large
language models (LLMs), generative AI, and real-time AI inference. Built with next-gen Tensor
Cores, optimized memory bandwidth, and enhanced energy efficiency, the B200 delivers
groundbreaking improvements over its predecessors.

Key Features of the NVIDIA B200:
● Up to 5X Faster Inference – Thanks to its optimized Tensor Cores and higher FP8
precision, the B200 significantly reduces AI inference times, making it ideal for real-time
applications.
● Massive Memory Bandwidth – With a cutting-edge HBM3e memory stack, B200 ensures
faster data transfer, allowing LLMs and AI models to process data with minimal
bottlenecks.
● Optimized for AI Workloads – Supports Transformer Engine acceleration, allowing
seamless fine-tuning and optimization for deep learning models.
● Lower Power Consumption – With an enhanced energy efficiency design, the B200
reduces AI infrastructure costs without compromising performance.
● Fully Compatible with IonStream’s Bare-Metal Infrastructure-as-a-service – Available for
on-demand AI compute, meaning no hardware procurement needed—just log in and
start running models.

With AI models growing exponentially in size, developers need powerful compute solutions that
won’t break the bank. That’s where IonStream’s Infrastructure-as-a-service and DeepSeek
come in.

DeepSeek: The AI Inference Optimization Engine
Raw GPU power is important, but maximizing AI inference efficiency requires an advanced
software stack. This is where DeepSeek shines. As a cutting-edge inference optimization
framework, DeepSeek automatically fine-tunes deep learning models for peak performance on
NVIDIA B200 GPUs.

How DeepSeek Enhances AI Compute Efficiency:
● Precision Optimization – Adjusts model weights dynamically, using quantization and
pruning to reduce computational overhead.
● Memory Efficiency – Allocates GPU memory intelligently, ensuring seamless multi-batch
inference without bottlenecks.
● Latency Reduction – Minimizes delays in LLM inference, making it ideal for real-time
applications like chatbots, fraud detection, and personalized recommendations.
● Auto-Tuning for B200 – DeepSeek’s AI-driven inference scheduler ensures that
workloads are optimized specifically for B200 Tensor Core acceleration.
● Lower Compute Costs – By reducing redundant calculations and optimizing workload
distribution, DeepSink helps businesses lower their AI compute spend by up to 40%.
DeepSeek and B200 work hand-in-hand—with DeepSeek optimizing AI models for maximum
speed and B200 delivering the raw compute power needed for deep learning inference.

Why IonStream’s Bare-Metal IaaS is the Best Way to Access

B200 GPUs
Traditionally, AI companies had to invest in expensive on-premises GPU clusters to scale their
workloads. But with IonStream’s bare-metal Infrastructure-as-a-Service (IaaS), developers can
instantly deploy NVIDIA B200 GPUs without the capital expenditure.
Benefits of Running AI Workloads on IonStream:
● On-Demand Access – No long wait times, no hardware procurement—simply log in and
start using NVIDIA B200 GPUs instantly.

● Flexible Pricing – IonStream offers monthly terms including month-to-month, 12-month,
24-month, and 36-month commitments. Longer commitments provide better pricing,
making it easy to balance cost and flexibility based on your AI compute needs.
● Enterprise-Grade Security – AI workloads run in a secure, high-performance cloud
environment with full data encryption and compliance.
● Seamless Integration with DeepSeek – IonStream’s platform is pre-configured to work
with DeepSeek, giving developers instant access to an optimized AI inference stack.
● Scalable AI Compute – Whether you need one B200 system or hundreds, IonStream
scales effortlessly to match your AI infrastructure requirements.
With IonStream’s bare-metal GPU service, AI companies can deploy NVIDIA B200s instantly,
optimize inference workloads with DeepSink, and accelerate AI performance at a fraction of the
cost of traditional infrastructure.

Who Benefits from NVIDIA B200 & DeepSeek on IonStream?
Whether you’re a startup, AI research lab, or enterprise AI team, the combination of B200
GPUs, DeepSeek, and IonStream’s IaaS delivers the speed, efficiency, and cost-effectiveness
needed for AI at scale.

● LLM Developers – Train and deploy GPT, BERT, and custom NLP models with faster
inference times.
● Computer Vision Teams – Accelerate image recognition, object detection, and
autonomous systems with low-latency AI compute.
● AI SaaS Companies – Run chatbots, personalized recommendation engines, and AI-
driven analytics with an efficient inference pipeline.
● Enterprises & Data Science Teams – Deploy large-scale AI models across multiple
cloud environments while minimizing compute costs.
If your AI business relies on fast, scalable inference, this is the ultimate AI compute solution.

Get Started with NVIDIA B200 & DeepSeek on IonStream Today
The future of AI compute is here—and IonStream is making it easier than ever to access
NVIDIA B200 GPUs and DeepSeek’s inference optimization tools.
● No upfront hardware costs
● On-demand GPU access
● Optimized inference with DeepSeek
● Pay-as-you-go or reserved pricing
● Scalable AI compute infrastructure

Ready to supercharge your AI inference? Contact IonStream today and start running your
models on NVIDIA B200 GPUs with DeepSeek. Experience next-gen AI compute at its best.