HyperThought is Skymizer's next-generation Local Processing Unit (LPU) designed specifically for large language models (LLMs). This IP is engineered for optimal performance and power efficiency, enabling real-time interactive AI with a focus on multimodal capabilities. HyperThought employs advanced compression techniques to minimize the size of language models, which helps in reducing parameter counts and DRAM bandwidth requirements.
Its balanced performance allows for impressive compute efficiency, achieving high throughput levels with minimal hardware resources. Even with configurations that include octa-core designs, HyperThought can reach processing speeds up to 240 tokens/second for substantial model prefill tasks, such as those involving Llama2 7B.
The robust architecture of HyperThought supports secure operations with LISA v3, ensuring that every interaction is protected. By integrating the LPU IP as the core processing engine, Skymizer's platform is set to revolutionize AI application efficiency and effectiveness.
