Aitomatic and AI Alliance Unveil SemiKong Open Source AI Model Focused on Semiconductors

Aitomatic and the opposite collaborators underneath the Basis Fashions workgroup of the AI Alliance unveiled a brand new semiconductor-focused artificial intelligence (AI) mannequin earlier this month. Dubbed SemiKong, the big language mannequin (LLM) is constructed on the domain-expert brokers (DXA) structure and has been skilled on high-quality knowledge in regards to the trade. The mannequin is anticipated to help human professionals throughout the whole means of creating semiconductor units and processes. The muse mannequin of SemiKong is Meta’s Llama 3.1 70B, which has been fine-tuned with semiconductor trade paperwork, analysis papers, and anonymised design and manufacturing knowledge.

SemiKong Can Cut back Chipset Design Time by As much as 30 P.c

The brand new AI mannequin has been detailed in a blog post on Meta. Developed by Palo Alto-based AI agency Aitomatic and several other different collaborators from the AI Alliance, SemiKong is a semiconductor-focused mannequin. This implies SemiKong solely comprises knowledge in regards to the particular trade, together with designing, manufacturing, fabrication, in addition to growth of semiconductor units and processes.

It’s an open-source AI mannequin is available on GitHub and Hugging Face with the Apache-2.0 license for particular person and business use circumstances. It’s a bilingual language mannequin skilled on three trillion multilingual tokens and is out there in 4 variants — SemiKong-8B, SemiKong-70B, SemiKong-8B Instruct, and SemiKong-70B Instruct.

Aitomatic’s CEO Christopher Nguyen mentioned that the AI mannequin was geared toward tackling the information hole within the semiconductor trade which has witnessed many veterans retire in recent times with out the information being changed sufficiently. Moreover, Nguyen claimed that SemiKong can promote innovation and collaboration “throughout the trade to undertake AI in accelerating many mission-critical manufacturing and operational procedures.”

SemiKong relies on a neurosymbolic agentic AI structure dubbed Area-Conscious Neurosymbolic Brokers (DANA). It takes a three-pronged method the place knowledgeable information is structured, human experience is augmented with artificial information to coach a DXA, and skilled DXAs are linked to semiconductor corporations’ manufacturing execution programs to automate technical analyses and choices.

Primarily based on Aitomatic’s inner testing, SemiKong can provide a 20 to 30 p.c discount in time-to-market for brand new chip designs. Additionally it is mentioned to supply as much as 25 p.c enchancment in “first-time-right” charges in chip manufacturing. Moreover, it is usually claimed to assist younger professionals velocity up the onboarding course of by 40 to 50 p.c.