Samsung’s MobileQuant: Bringing High-Performance Language Models to Your Pocket | Synced
A research team from Samsung makes a first attempt to facilitate LLM deployment on edge devices using integer-only quantization. The proposed MobileQuant, is a post-training quantization technique ...
Source: Synced | AI Technology & Industry Review
A research team from Samsung makes a first attempt to facilitate LLM deployment on edge devices using integer-only quantization. The proposed MobileQuant, is a post-training quantization technique that reduces both inference latency and energy consumption while preserving accuracy comparable to those achieved with 16-bit activations.