Trainium2
Amazon's custom chip for training AI models, designed for energy efficiency.
Trainium2 is a specialized computer chip made by Amazon. Its main job is to help train artificial intelligence models, especially very large ones.
Think of it like a super-fast calculator designed specifically for the complex math needed to teach AI. Amazon uses these chips in its cloud computing services to make AI training faster and more energy efficient.
Trainium2 is Amazon's second-generation custom ASIC (Application-Specific Integrated Circuit) designed for deep learning model training. It focuses on high performance per watt, utilizing a matrix multiplication engine and optimized memory hierarchy to accelerate the large-scale computations characteristic of transformer architectures. The chip is integrated into AWS Trainium instances, offering a cost-effective and energy-efficient alternative to general-purpose hardware for training workloads.
Anthropic's significant commitment to AWS compute, including Trainium2, highlights the growing demand for specialized AI hardware. This move underscores the trend of frontier AI labs securing massive amounts of tailored infrastructure to scale their large language models.
- Anthropic and Amazon expand collaboration for up to 5 gigawatts of new computeAnthropic · Anthropic News ·
- Anthropic Claude
- Anthropic is expanding its use of AWS infrastructure, which includes Amazon's Trainium2 chips, to scale its AI models like Claude.
Trainium2 was announced by Amazon Web Services (AWS) as the successor to the first-generation AWS Trainium chip, aimed at improving performance and efficiency for AI training. Source ↗
While you cannot directly access Trainium2 as an end-user, you can explore AI training services on AWS. Many platforms offer simplified interfaces to train models on cloud hardware, allowing you to experience the outcome of such specialized chips without direct interaction.
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Questions people ask
- What is the main benefit of Trainium2?
- Trainium2 is designed to be more energy-efficient and cost-effective for training large AI models compared to general-purpose hardware.
- Who makes Trainium2?
- Trainium2 is designed and manufactured by Amazon Web Services (AWS).
First seen on Subvolts Apr 24, 2026. Updated Sep 15, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.