Meta Reportedly Testing First In-House Chipsets Designed for AI Training

Meta has reportedly deployed a limited number of chipsets, and plans to scale production if the test is successful.

Written by Akash Dutta, Edited by Siddharth Suvarna | Updated: 12 March 2025 18:05 IST

Photo Credit: Meta

The new AI chipsets are said to be part of its Meta Training and Inference Accelerator (MTIA) family

Highlights

Meta’s new AI chipsets were developed in partnership with TSMC
The company reportedly wants to reduce its reliance on Nvidia GPUs
Last year, Meta unveiled custom chipsets for AI inference

Meta has reportedly begun testing its first in-house chipsets that will be used to train artificial intelligence (AI) models. As per the report, the company has deployed a limited number of processors to test the performance and sustainability of the custom chipsets, and based on how well the tests go, it will begin large-scale production of the said hardware. These processors are said to be part of the Menlo Park-based tech giant's Meta Training and Inference Accelerator (MTIA) family of chipsets.

Meta Reportedly Begins Testing In-House Chipsets for AI Training

According to a Reuters report, the tech giant developed these AI chipsets in collaboration with the chipmaker Taiwan Semiconductor Manufacturing Company (TSMC). Meta reportedly completed the tape-out or the final stage of the chip design process recently, and has now begun deploying the chips at a small scale.

This is not the first AI-focused chipset for the company. Last year, it unveiled Inference Accelerators or processors that are designed for AI inference. However, Meta did not have any in-house hardware accelerators to train its Llama family of large language models (LLMs).

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Citing unnamed sources within the company, the publication claimed that Meta's larger vision behind developing in-house chipsets is to bring down the infrastructure costs of deploying and running complex AI systems for internal usage, consumer-focused products, and developer tools.

Interestingly, in January, Meta CEO Mark Zuckerberg announced that the company's expansion of the Mesa Data Center in Arizona, USA was finally complete and the division began running operations. It is likely that the new training chipsets are also being deployed at this location.

The report stated that the new chipsets will first be used with Meta's recommendation engine that powers its various social media platforms, and later the use case will be expanded to generative AI products such as Meta AI.

In January, Zuckerberg revealed in a Facebook post that the company plans to invest as much as $65 billion (roughly Rs. 5,61,908 crore) in 2025 on projects relating to AI. The expenses also accounted for the expansion of the Mesa Data Center. It also includes hiring more employees for its AI teams.

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Further reading: Meta, Meta AI, Artificial Intelligence, AI

Akash Dutta Email Akash Dutta

Akash Dutta is a Senior Sub Editor at Gadgets 360. He is particularly interested in the social impact of technological developments and loves reading about emerging fields such as AI, metaverse, and fediverse. In hi... more »