Llamma 3.1 8B in hardware, 16,000 TPS (taalas.com)

Taalas has unveiled its HC1 Technology Demonstrator, powered by the Llama 3.1 8B model. This innovative hardware operates on TSMC's 6nm process and boasts an astonishing 53 billion transistors across a sizeable 815mm² die. The HC1 is designed for high-performance AI applications, delivering over 17,000 tokens per second per user—demonstrating instantaneous inference capabilities that push the boundaries of AI processing power. This announcement is significant for the AI/ML community as it showcases advancements in silicon technology that can enhance model efficiency and responsiveness. The 2.5 kW server setup exemplifies how specialized hardware can optimize the performance of large-scale AI models like Llama 3.1, making it an attractive solution for developers and researchers needing rapid and efficient inference. As the demand for faster and more capable AI solutions grows, Taalas's HC1 potentially sets a new standard for what can be achieved in real-time AI applications.