03/11 - Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU (❌), (📖), (📎), (📙), (🏠), (HTML), (SL), (SP), (GS), (SS) 03/10 - VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models (❌), (...
At times, the GPU will decide to make use of CPU processing power for this data, and when it does, the performance of your CPU cache and DRAM comes into play. All this means that when it comes to the performance of AI applications, it's not just the GPU that matters, but the ...
The function evaluates a language model's performance by measuring inference speed and peak memory consumption. It first tokenizes the input prompt, ensuring proper attention masks and padding, and transfers the inputs to the GPU. Memory usage is tracked by first resetting and then recording the ...