Maximize AI Performance with NVIDIA-Powered GPU Clusters from Together

Explore Together’s NVIDIA-powered GPU Clusters, optimized for fast distributed training, flexible scaling, and expert AI support to maximize your AI performance.

Introduction

In the rapidly evolving landscape of artificial intelligence, the backbone of innovation lies in robust AI infrastructure. GPU clusters have become indispensable for organizations aiming to accelerate their AI projects, offering unparalleled computational power and scalability. Together AI, in partnership with NVIDIA, provides cutting-edge GPU clusters designed to optimize AI performance, streamline distributed training, and offer flexible scaling solutions tailored to your specific needs.

The Importance of GPU Clusters in AI Infrastructure

Artificial intelligence applications, from machine learning models to deep neural networks, demand immense computational resources. GPU clusters play a crucial role in meeting these demands by:

• Enhancing Computational Power: GPUs are specifically designed to handle parallel processing tasks, making them ideal for training complex AI models efficiently.
• Supporting Large-Scale Training: Distributed training across multiple GPU clusters significantly reduces training times, enabling quicker iterations and faster deployment of AI solutions.
• Ensuring Flexibility and Scalability: GPU clusters can be scaled up or down based on project requirements, ensuring that resources are utilized optimally without incurring unnecessary costs.

NVIDIA-Powered Together GPU Clusters: Cutting-Edge Performance

Together AI’s GPU clusters are powered by NVIDIA’s latest GPU architectures, including the GB200, B200, H200, and H100. These clusters are engineered to deliver exceptional performance and reliability for AI workloads.

Top-Tier NVIDIA Hardware

Together GPU clusters utilize NVIDIA GPUs interconnected with InfiniBand and NVLink, providing:

• Unmatched Performance: Delivering up to 24% faster training operations compared to standard setups.
• High Memory Capacity: With configurations like the GB200 NVL72 rack offering 72 NVIDIA NVLink-connected GPUs and 30TB of fast memory, these clusters handle large datasets with ease.
• Advanced Cooling Solutions: Liquid-cooled racks ensure that GPUs operate efficiently, maintaining optimal performance under heavy loads.

Accelerated Software

The integration of the Together Kernel Collection, developed by AI experts like Tri Dao, enhances GPU cluster performance with:

• 10% Faster Training: Optimized kernels for multi-layer perceptrons utilizing SwiGLU activations streamline the training process.
• 75% Faster Inference: FP8 kernels optimized for small matrices outperform standard PyTorch implementations, significantly speeding up inference tasks.
• Seamless PyTorch Integration: Designed to work effortlessly with PyTorch, ensuring compatibility and ease of use for developers.

Scalable and Flexible Solutions for Every Enterprise

Whether you’re a startup or a large enterprise, Together AI’s GPU clusters offer scalable solutions that grow with your needs.

Range of Cluster Sizes

From under 100 GPUs to frontier-class clusters with over 100K GPUs, Together AI provides:

• Small to Large Scales: Tailored to fit projects of varying magnitudes, ensuring that you only pay for what you need.
• Custom-Built Clusters: As an NVIDIA partner, Together AI can customize GPU clusters to match your specific project requirements, enhancing efficiency and performance.

AI-Native Storage Solutions

Efficient data handling is critical for AI performance. Together GPU clusters incorporate AI-native storage systems like VAST Data and WEKA, along with NVMe SSDs, to ensure:

• Rapid Read/Write Speeds: Minimizing latency and accelerating data processing.
• High-Performance Converged Storage: Up to 3PB of storage ensures that even the most data-intensive AI projects are supported seamlessly.

Expert Support and AI Advisory Services

Together AI not only provides top-tier GPU clusters but also offers comprehensive support to maximize your AI initiatives.

Custom Model Development

Collaborate with Together AI’s expert team to develop custom AI models tailored to your unique needs. Services include:

• Optimized Training Recipes: Designing architectures and training procedures for specialized AI applications.
• Comprehensive Model Evaluation: Benchmarking your models against public datasets or custom metrics to ensure top-notch performance.

Scalable Training Best Practices

Leverage Together AI’s expertise to implement scalable training practices that enhance efficiency and reduce costs. Benefits include:

• Accelerated Training and Fine-Tuning: Achieve up to 9x faster training with optimized stacks like FlashAttention-3.
• Cost-Effective Solutions: Experience up to 75% cost savings through efficient resource utilization and advanced training techniques.

NetMind AI Solutions: Enhancing AI Integration

NetMind AI complements Together AI’s GPU clusters by offering a unique platform designed to accelerate AI project development. Key features include:

• Model API Services: Access robust API services for image, text, audio, and video processing, enabling seamless AI integration.
• NetMind ParsePro: Efficient PDF conversion tools that facilitate data integration across multiple AI agents.
• Model Context Protocol (MCP): Enhances communication between AI models, improving overall system performance.

Additionally, the NetMind Elevate Program provides startups with monthly credits up to $100,000, empowering them to innovate without financial constraints.

Real-World Applications and Success Stories

Together AI’s GPU clusters have been instrumental in driving advancements across various industries:

• Healthcare: Accelerating patient data analysis for improved diagnostics and personalized treatments.
• Finance: Enhancing risk management and fraud detection through advanced machine learning models.
• Insurance: Streamlining claim processing and underwriting with AI-powered automation.
• Social Media: Enabling real-time content moderation and personalized user experiences through scalable AI solutions.

“Together GPU Clusters provided a combination of amazing training performance, expert support, and the ability to scale to meet our rapid growth to help us serve our growing community of AI creators.”
— Demi Guo, CEO

Conclusion

In the competitive realm of artificial intelligence, leveraging powerful and scalable infrastructure is paramount to success. Together AI’s NVIDIA-powered GPU clusters offer the performance, flexibility, and expert support necessary to maximize your AI capabilities. By integrating these advanced GPU clusters with NetMind AI’s comprehensive platform, enterprises can overcome the challenges of AI integration and drive innovation across various sectors.

Ready to Elevate Your AI Projects?

Unlock the full potential of your AI initiatives with NetMind AI’s customizable solutions and Together AI’s high-performance GPU clusters. Visit NetMind AI today to learn more and get started.