Aitomatic and the opposite collaborators underneath the Basis Fashions workgroup of the AI Alliance unveiled a brand new semiconductor-focused synthetic 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 concerning the trade. The mannequin is predicted to help human professionals throughout the complete technique 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 weblog put up 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 concerning the particular trade, together with designing, manufacturing, fabrication, in addition to improvement of semiconductor units and processes.
It’s an open-source AI mannequin is obtainable on GitHub and Hugging Face with the Apache-2.zero license for particular person and business use instances. It’s a bilingual language mannequin skilled on three trillion multilingual tokens and is on the market in 4 variants — SemiKong-8B, SemiKong-70B, SemiKong-8B Instruct, and SemiKong-70B Instruct.
Aitomatic’s CEO Christopher Nguyen stated that the AI mannequin was geared toward tackling the data hole within the semiconductor trade which has witnessed many veterans retire in recent times with out the data 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 strategy the place skilled data is structured, human experience is augmented with artificial data to coach a DXA, and skilled DXAs are related to semiconductor firms’ manufacturing execution methods to automate technical analyses and choices.
Primarily based on Aitomatic’s inner testing, SemiKong can provide a 20 to 30 % discount in time-to-market for brand new chip designs. Additionally it is stated to supply as much as 25 % enchancment in “first-time-right” charges in chip manufacturing. Moreover, it is usually claimed to assist younger professionals pace up the onboarding course of by 40 to 50 %.
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