UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
Paper
•
2512.03383
•
Published
•
4
Hung-Yueh Chiang
hychiang
AI & ML interests
efficient fine-tuning, model quantization, computer vision
Recent Activity
updated
a collection
13 days ago
UniQL
updated
a model
13 days ago
ut-enyac/mamba2-8b-converted-uniql-1.0-masked-lora-rft-w4a16
published
a model
13 days ago
ut-enyac/mamba2-8b-converted-uniql-1.0-masked-lora-rft-w4a16
Organizations
authored
a
paper
21 days ago
authored
4
papers
9 months ago
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
Paper
•
2503.22879
•
Published
•
9
Quamba: A Post-Training Quantization Recipe for Selective State Space Models
Paper
•
2410.13229
•
Published
•
1
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
Paper
•
2309.15275
•
Published
•
1
MobileTL: On-device Transfer Learning with Inverted Residual Blocks
Paper
•
2212.03246
•
Published
•
1