On the impact of the parametrization of deep convolutional neural networks on post-training quant...
Samy Houache, Jean-François Aujol, Yann Traonmilin
Action editor: Ali Ramezani-Kebrya
https://openreview.net/forum?id=GPs0RA7jxD
#quantization #cnn #quantized
Biggest win?
Full #openweight + #MITlicense.
Run #quantized locally (#LMStudio/#Ollama/#llamacpp), fine-tune it, or grab uncensored forks that strip BOTH Western woke AND Chinese party filters.
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
Yanxia Deng, Aozhong Zhang, Selcuk Gurses, Naigang Wang, Zi Yang, Penghang Yin
Action editor: Kangwook Lee
https://openreview.net/forum?id=FHnTRAAdAZ
#quantizes #quantized #lora
Modular Quantization-Aware Training for 6D Object Pose Estimation
New #TMLR-Paper-with-Video:
Modular Quantization-Aware Training for 6D Object Pose Estimation
Saqib Javed, Chengkun Li, Andrew Lawrence Price, Yinlin Hu, Mathieu Salzmann
https://tmlr.infinite-conf.org/paper_pages/lIy0TEUou7
#quantization #pose #quantized
"Microsoft Bitnet 1.58-bit LLMs on AWS Lambda" by Manu Mishra
#lambda #llm #bitnet #1-bit-llm #quantized
The Sparse Matrix-Based Random Projection: A Study of Binary and Ternary Quantization
Weizhi Lu, Zhongzheng Li, Mingrui Chen, Weiyu Li
Action editor: Jeff Phillips
https://openreview.net/forum?id=dNJmJ8bh1M
#sparse #quantization #quantized
Mitigating loss of genetic diversity is a major global biodiversity challenge!
We solved some part of it using #biocircular designs + new materials; With a #quantized math, works for every climate challenge as long as bad actors & stupid governments are not there to cut nature off for profits.
Modular Quantization-Aware Training for 6D Object Pose Estimation
Saqib Javed, Chengkun Li, Andrew Lawrence Price, Yinlin Hu, Mathieu Salzmann
Action editor: Aaron Klein
https://openreview.net/forum?id=lIy0TEUou7
#quantization #pose #quantized
