Huazhong Yang

FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models

2024 · arXiv (Cornell University)

In recent years, there has been significant progress in the development of text-to-image generative models. Evaluating the quality of the generative models is one essential step in the development process. Unfortunately, the evaluation process could …

A 28nm 3.14 TFLOP/W BF16 LLM Fine-Tuning Processor with Asymmetric Quantization Computing for AI PC

2025

The powerful capabilities of large language models (LLMs) enable them to function as personal digital assistants. To ensure user privacy, personalized fine-tuning can be conducted locally on memoryconstrained AI PCs using Parameter-Efficient Fine-Tuning (PEFT) algorithms, …