Technology update – Low precision and model optimization

Disclaimer and call for collaboration

As AI research grows and becomes widespread, finding notable results amongst the constantly increasing flow of published papers is getting harder. As we progress with our development, we look into state-of-the-art approaches but cannot cover them all. We aim to share what we have learned and ask you to hint if you see something interesting – let us know!

Acknowledgments

Thanks to Alexander Kozlov, OpenVINO, NNCF and Intel Labs for the support.

Contribution required:

Q2'25: Technology Update – Low Precision and Model Optimization

Published:

• Q1'25: Technology Update – Low Precision and Model Optimization
• Q4'24: Technology Update – Low Precision and Model Optimization
• Q3'24: Technology Update – Low Precision and Model Optimization
• Q2'24: Technology Update – Low Precision and Model Optimization
• Q1'24: Technology Update – Low Precision and Model Optimization

Contributors

Alexander Kozlov, Nikolay Lyalyushkin, Nikita Savelyev, Souvik Kundu, Andrey Anufriev, Pablo Muñoz, Alexander Suslov, Liubov Talamanova, Daniil Lyakhov, Yury Gorbachev, Nilesh Jain, Maxim Proshin, Evangelos Georganas