Posts by Min-Hung Chen
Generative AI
Jun 09, 2025
A Fine-tuning–Free Approach for Rapidly Recovering LLM Compression Errors with EoRA
Model compression techniques have been extensively explored to reduce the computational resource demands of serving large language models (LLMs) or other...
9 MIN READ
Generative AI
Jun 28, 2024
Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning
Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
6 MIN READ