TensorNova
TensorNova
The demand for processing power is accelerating at an unprecedented pace. From hyper-scale Large Language Models (LLMs) requiring massive tensor-core acceleration to small-scale parameter tuning, choosing the right server layout determines computational throughput and organizational efficiency.
Next-generation generative models demands hardware with extreme density. Integrating PCIe Gen 5 configurations, multi-GPU host interfaces, and high-frequency system memory ensures maximum throughput, minimizing latency bottlenecks across complex training pipelines.
Different neural topologies require tailored hardware architectures. Whether optimizing for DeepSeek-style Mixture-of-Experts (MoE) or scaling dense Transformers, dynamic memory allocation and scalable node connections are vital for reliable performance.
Modern accelerator hardware runs hot, with high thermal design power (TDP) thresholds. Advanced air duct designs and high-capacity liquid cooling loops prevent thermal throttling, maintaining long-term stability and maximizing system lifespan.
TensorNova is a professional high-performance AI GPU server manufacturer and infrastructure solution provider based in China. Since our establishment in 2016, we have focused on building resilient, high-speed computer architectures to support machine learning workloads for enterprises worldwide.
With 12+ years of industry experience and 6 years of international export operations, TensorNova has built a robust reputation for hardware engineering excellence, deep customization options, and global deployment support.
Our quality management system ensures every system delivered operates with absolute stability. Hardware engineering is backed by strict compliance processes and high-density validation frameworks.
Proximity to key components, advanced metallurgy, and dense electronics manufacturing clusters is crucial for rapid hardware development. Sourcing from our modern facility enables faster product delivery and optimized manufacturing processes.
Our facilities in major manufacturing hubs provide direct access to key components like high-speed backplanes, multi-phase power modules, customized heat pipe heat sinks, and server rails. This minimizes transport times and allows us to rapidly prototype, test, and ship servers, avoiding long customs delays and reducing logistics bottlenecks.
By combining automated SMT assembly lines with manual quality checks by certified inspectors, we deliver high-reliability systems at scale. Our 320㎡ facility is optimized for high-density GPU server integration, ensuring that components are mounted, routed, and tested under strict thermal and electrical conditions.
For procurement officers, hardware engineers, and systems architects, selecting the right compute server is a complex decision involving thermal design, interconnect bandwidth, and localized support. Our high-performance systems address these key technical needs:
Training large models demands high interconnect bandwidth between systems. Our platforms support high-speed PCIe Gen 5 configurations to minimize GPU-to-CPU transfer latency and maximize processing throughput.
Modern, high-TDP accelerator arrays require effective cooling. We design systems with custom air ducts and liquid cooling options (water block plates and CDUs) to prevent performance drops during peak workloads.
We build hardware optimized for key generative AI workloads and enterprise compute configurations:
Optimized memory architectures designed to support distributed fine-tuning (e.g., LLaMA, DeepSeek) with high parameter counts.
High system memory bandwidth and low-latency storage interfaces for routing active parameters during MoE inference runs.
Standard rack geometries and BMC management firmware (IPMI 2.0, Redfish) for simple, secure remote administration.
Shipping advanced AI hardware globally requires careful compliance management, robust technical testing, and reliable logistics support.
We design and construct our hardware to meet international electrical and safety standards, such as CE, FCC, and RoHS. Every unit undergoes structural, electrical insulation, and high-frequency EMI testing before leaving the factory.
Navigating export rules for computing hardware requires experienced logistics management. TensorNova provides complete export documentation, customs clearance handling, and safe packaging to ensure smooth transport.
We provide remote engineering support for system installation and troubleshooting, including remote OS setup, BIOS optimization, BMC/IPMI config, and system diagnostics.
TensorNova offers extensive OEM and ODM customization. You can choose specific hardware specifications (including PCIe Gen 5 configurations, NVLink layout designs, custom server chassis sizes, and targeted memory and storage volumes). We also support customized cooling configurations (high-airflow fans or liquid-cooling loops) and specialized bios/firmware tuning.
Our quality assurance process is based on the ISO9001 quality management framework. Each GPU server undergoes continuous automated hardware stress testing, thermal chamber performance validation, extended burn-in testing, and simulated AI workload tests (representing common training and inference models). We employ 45 dedicated quality control specialists to oversee these inspections.
High-density servers require reliable power delivery. Our systems feature redundant 80 Plus Platinum or Titanium power supplies. In terms of cooling, our 2U and 4U chassis use high-pressure, hot-swappable cooling fans and custom airflow channels. We also offer liquid-cooled options to manage heat under sustained workloads.
With 6 years of server export experience, we manage all international shipping logistics, providing customs support, certificates of origin, and safe packaging. We design our hardware to comply with major regulatory standards, including CE, FCC, and RoHS, to prevent delivery delays.
Yes, our servers are fully compatible with standard Linux distributions (Ubuntu, RedHat, Rocky Linux) and containerized AI software stacks (PyTorch, TensorFlow, CUDA, ROCm, Docker, and Kubernetes). They are tested to run large-scale open-source architectures, including DeepSeek-V3/R1 and LLaMA-3 models.
Take a look inside our high-density server assembly workshop, system testing labs, and compliance testing facilities in China.
