Next-Gen AI Infrastructure

TensorWave expertly leverages the next generation of AMD accelerators to provide scalable, memory-optimized infrastructure for the most demanding AI workloads.

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Dedicated Compute

TensorWave Cloud delivers AI and HPC optimized bare‑metal infrastructure, ensuring consistent performance, exceptional uptime, and effortless scaling, powered by AMD Instinct™ MI‑Series accelerators.

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Access to MI325X and MI300X accelerators on ultra high-performance infrastructure

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Up to 256GB of HBM3e per GPU

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Enterprise-grade security - SOC II Type 2 certified and HIPPA compliant

Optimized Training Clusters

Accelerate AI model training with advanced AMD GPUs and high-speed interconnects, delivering scalable, efficient, and secure performance for your machine learning workloads.

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Large-scale training clusters expertly designed to maximize the performance of AMD Instinct™ GPUs

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Advanced networking capabilities and UEC-ready infrastructure

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Blazing fast data storage designed for AI and HPC workloads

World‑Class Serverless Inference

Enable real‑time AI responses with lightning‑speed precision, achieve ultra‑low latency for demanding tasks, maximize throughput for production inference, and integrate seamlessly into AI pipelines.

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Effortlessly deploy and run the latest open-source and custom AI models

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Launch managed services instantly with easy-to-use API endpoints

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Optimize performance with intelligent autoscaling and on-demand bursting

White‑Glove Support

Get proactive monitoring for seamless operations, optimize your infrastructure with expert insights, and scale confidently with tailored expansion support.

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Minimize downtime with continuous monitoring and rapid support

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Get 24/7 access to dedicated AI/ML solutions engineers

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Scale effortlessly with customized infrastructure strategies

Infrastructure

Access and deploy AMD’s top-tier GPUs within seconds

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AMD Instinct™ Accelerators

Industry-leading memory capacity and bandwidth, with up to 256GB of HBM3E supporting 6.0TB/s.
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UEC-Ready Capabilities

A complete architecture that optimizes the next generation of Ethernet for AI and HPC networking.
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Direct Liquid Cooling

Delivering exceptional TCO with up to 51% data center energy cost savings.
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High-Speed Network Storage

Game-changing performance, security and scalability for AI pipelines.
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AMD Instinct™ Accelerators

Industry-leading memory capacity and bandwidth, with up to 256GB of HBM3E supporting 6.0TB/s.
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UEC-Ready Capabilities

A complete architecture that optimizes the next generation of Ethernet for AI and HPC networking.
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Direct Liquid Cooling

Delivering exceptional TCO with up to 51% data center energy cost savings.
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High-Speed Network Storage

Game-changing performance, security and scalability for AI pipelines.

World-class Compatibility

Plug-and-play compatibility with your favorite tools and platforms.

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Supported models, libraries, and frameworks

HuggingFace
Megatron-LM
PyG
LLaMA-Factory
Ollama
deepspeed
Axolotl
SGL
HuggingFace
Megatron-LM
PyG
LLaMA-Factory
Ollama
deepspeed
Axolotl
SGL
HuggingFace
Megatron-LM
PyG
LLaMA-Factory
Ollama
deepspeed
Axolotl
SGL
HuggingFace
Megatron-LM
PyG
LLaMA-Factory
Ollama
deepspeed
Axolotl
SGL
HuggingFace
Megatron-LM
PyG
LLaMA-Factory
Ollama
deepspeed
Axolotl
SGL
xFormers
PyTorch
JAX
TensorFlow
PEFT
mosaic-ML
Accelerate
vLLM
xFormers
PyTorch
JAX
TensorFlow
PEFT
mosaic-ML
Accelerate
vLLM
xFormers
PyTorch
JAX
TensorFlow
PEFT
mosaic-ML
Accelerate
vLLM
xFormers
PyTorch
JAX
TensorFlow
PEFT
mosaic-ML
Accelerate
vLLM
xFormers
PyTorch
JAX
TensorFlow
PEFT
mosaic-ML
Accelerate
vLLM

Loved by Innovators

Matt Wallace
CTO Kamiwaza
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TensorWave's Cloud delivered incredible performance, for the latest models, with almost zero extra effort, allowing us to showcase the full power of Kamiwaza's Enterprise GenAI platform at blistering speed.

Anton Polishko PhD
Founder OpenBabylon
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TensorWave's MI300X nodes had an amazing balance of Storage/RAM/CPU specs. Not a single time did we run into issues.

George Pang
VP Engineering
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I've really enjoyed our work with TensorWave thus far. LLM tech is inherently leading edge, expensive and closer to the metal than we've needed to go in decades. Their ability to bring us outstanding compute resources and a world of support far beyond what AWS is capable of delivering is exceptional.

Kevin Dewald
Staff Engineer MK1
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I've had an excellent experience with TensorWave and their AMD GPU Cloud. Their hardware performs exceptionally well, and the team has always been incredibly responsive. I would definitely recommend them to anyone looking for top-notch GPU solutions.

Nithin Sonti
Co-founder Felafax YC S24
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TensorWave gave us seamless access to AMD's MI300X GPUs. With 192GB of VRAM per GPU, we successfully fine-tuned a 405B parameter model on a single 8-GPU node. The bare metal setup from TensorWave let us install and use JAX efficiently, and the systems remained stable throughout our many training runs.

Eric Hartford
Founder Cognitive Computations
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Installing rocm is easier than installing cuda. On Nvidia this takes 20 minutes to load the shards. This machine, loads it in 1.5 minutes

Matt Wallace
CTO Kamiwaza
Company Icon

TensorWave's Cloud delivered incredible performance, for the latest models, with almost zero extra effort, allowing us to showcase the full power of Kamiwaza's Enterprise GenAI platform at blistering speed.

Anton Polishko PhD
Founder OpenBabylon
Company Icon

TensorWave's MI300X nodes had an amazing balance of Storage/RAM/CPU specs. Not a single time did we run into issues.

George Pang
VP Engineering
Company Icon

I've really enjoyed our work with TensorWave thus far. LLM tech is inherently leading edge, expensive and closer to the metal than we've needed to go in decades. Their ability to bring us outstanding compute resources and a world of support far beyond what AWS is capable of delivering is exceptional.

Kevin Dewald
Staff Engineer MK1
Company Icon

I've had an excellent experience with TensorWave and their AMD GPU Cloud. Their hardware performs exceptionally well, and the team has always been incredibly responsive. I would definitely recommend them to anyone looking for top-notch GPU solutions.

Nithin Sonti
Co-founder Felafax YC S24
Company Icon

TensorWave gave us seamless access to AMD's MI300X GPUs. With 192GB of VRAM per GPU, we successfully fine-tuned a 405B parameter model on a single 8-GPU node. The bare metal setup from TensorWave let us install and use JAX efficiently, and the systems remained stable throughout our many training runs.

Eric Hartford
Founder Cognitive Computations
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Installing rocm is easier than installing cuda. On Nvidia this takes 20 minutes to load the shards. This machine, loads it in 1.5 minutes

Let’s help you get started!

Build and scale your AI products on TensorWave’s infrastructure powered by AMD Instinct™ GPUs — Get ready for a better price to performance.

Resources

Dive into our documentation and stay ahead with the latest breakthroughs, insights, and updates shaping the future of AI

Community

Connect with our vibrant community of AI developers and innovators. Share your experiences, get support, and collaborate on projects that push the boundaries of what’s possible with AI.

Connect with our experts

Talk to our solutions engineers to plan and optimize your next AI/ML project.