415.tech
AI & tech, from the frontlines of Silicon Valley
AMD buys Taalas, the startup that hardwires AI models into silicon

AMD buys Taalas, the startup that hardwires AI models into silicon

AMD is acquiring Taalas, a Toronto startup founded in 2023 that fixes a single model's weights into a chip's metal layers rather than streaming them from memory — its first part runs Meta's Llama 3.1 8B at a claimed 17,000 tokens per second per user. Terms were undisclosed; Taalas had raised $219M since founding. Seven months after Nvidia paid $20B for Groq's assets, inference silicon is splitting into two tiers — flexible GPUs for new models, fixed-function chips for the few models running at scale — and AMD is folding Taalas into its Instinct and Helios rack roadmap.

Source: cnbc.com

Post on XEmail

There's no one-size-fits-all as it comes to chips.

Lisa Su, AMD CEO

Why this matters

  • → Inference silicon diverging into specialized fixed-function and flexible GPU tiers.
  • → AMD racing Nvidia to lock in models at scale via hardware.
  • → Custom silicon promises 17k tokens/sec — vastly faster for specific workloads.
The inference fork