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Accelerate your AI productivity

Benefit from performance gains and lower cost for training and inference of large neural networks with our software-based platform.

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Trusted by leading AI teams

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Meta
BioMap
Lightning AI
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Clarity AI
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>10x faster training

>50% cost savings

>175B parameters

View the benchmarks

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Novel hybrid parallelism

Our software maximizes runtime performance for your large-scale training on single or multiple GPUs, TPUs, FPGAs and CPUs with novel  techniques. It features efficient memory management, dynamic scheduling and supports data, pipeline, sequence and tensor parallelism in a variety of dimensions.

Learn more about our parallelism strategies

Instant distributed deployment

It is easy for you to distribute the training and inference of large neural networks as well as the input data across multi-host architectures with our platform. All you need is to write few lines of code on your laptop and then automatically deploy to the cloud or supercomputers without major code rewrites.

Learn more about distributed training in HPC-AI Platform

Open Source code base

The core of our offering is based on open source software created by us. Most notably, Colossal-AI has become one of the fastest growing open source projects in deep learning. Your AI developers and data scientists can immediately try our code and experience unprecedented speed and scale.

Try our open source projects on GitHub

Compatible with common tools

Our high-performance platform integrates well with the AI technology ecosystem and models community. It is based on PyTorch, can be used as an accelerator strategy in Lightning AI and enables your team to leverage thousands of deep learning neural networks available on Hugging Face.

Read the docs on how to use Hugging Face transformers

"The collaboration with HPC-AI Tech brings together its cutting-edge technology in large AI model training and the biocomputing domain expertise from BioMap."

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Le Song
Chief AI Scientist, BioMap
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BioMap significantly accelerated AI-based drug research and discovery with HPC-AI Tech. The model training time has been reduced from 11 days to 67 hours and inference time by up to 11.6 times.

Complete lifecycle services

Our service packages help to bring your AI acceleration goals to life. You can book development resources for software customization and up to 24/7 technical support from us for HPC-AI Platform in advance or on-demand.

Leading subject matter experts

Our global team includes professors and senior engineers who are among the leading experts in the mathematics and the software development required to speed up next generation AI solutions.

High Return on Investment

Position your company for long-term success with HPC-AI Tech. Remain competitive by shortening your machine learning innovation cycles due to faster, reliable and highly cost efficient model training, inference fine-tuning and deployment.

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Get the acceleration platform for the best AI teams.

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