AMD Acquires Taalas to Etch Model Weights Into Silicon, 48x Speedup on Llama

petrusenko_max · x · 2026-08-08

AMD has acquired AI chip startup Taalas to significantly boost AI inference efficiency by etching model weights directly into silicon.

Reportedly, this approach achieves a 48x speedup when running the Llama 3.1 8B model. Taalas's new HC2 chip is designed to handle a single 20-billion-parameter model, requiring only 50 such chips to support trillion-parameter models, making large-scale AI infrastructure far more space- and power-efficient.

Related event: AMD Acquires Taalas to Compile Model Weights into Silicon for Faster Inference(10 posts)→

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