knapsack optimization 1mixed precision 1model compression 1post-training quantization 1vision transformers 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
MixFrag: Fragility-Guided Mixed-Precision Post-Training Quantization for Vision Transformers
Md. Mehrab Hossain Opi, Robiul Islam Ryad, Md. Umar Faruk
MixFrag is a framework that estimates how sensitive each part of a Vision Transformer is to quantization and then assigns mixed-precision bit-widths using a knapsack optimization t…
cs.CL2025
Accelerating Bangla NLP Tasks with Automatic Mixed Precision: Resource-Efficient Training Preserving Model Efficacy
Md Mehrab Hossain Opi, Sumaiya Khan, Moshammad Farzana Rahman
Training models for Natural Language Processing (NLP) requires substantial computational resources and time, posing significant challenges, especially for NLP development in Bangla…