Half-Quadratic Quantization of Large Machine Learning Models
An in-depth article discussing the intricacies of efficient model quantization in machine learning and their application in large language models for improved efficiency.
Read more »An in-depth article discussing the intricacies of efficient model quantization in machine learning and their application in large language models for improved efficiency.
Read more »An upcoming course which will be based on this material. Lightning icons created by Freepik – Flaticon .
Read more »By 2012, NVIDIA was on a decade-long road to nowhere. Or so most rational observers of the company thought. CEO Jensen Huang was plowing all the cash from th…
Read more »A Large-Scale Climate Model Dataset for Machine Learning – RolnickLab/ClimateSet…
Read more »Abstract: In this talk I’ll highlight several exciting trends in the field of AI and machine learning. Through a combination of improved algorithms and major…
Read more »DBMSs need careful tuning for efficient performance on specific hardware and workloads. Yet, manual tuning by experienced admins is impractical for extensive…
Read more »All ski tracking apps can record information about your day on the slopes, including top speed and distance traveled. More importantly, they offer advanced analysis, such as differentiating between time spent on the lift and actual skiing. However, they r…
Read more »Machine Learning video segments by topic – Professor Yaser Abu-Mostafa…
Read more »Researchers combine traditional mathematical approaches and cutting-edge machine learning methods for improved analysis …
Read more »The ECMWF Strategy 2021–2030 will guide our activities over the next ten years. The emphasis is on providing ever more skilful forecasts to our Member and Co-operating States and users around the world. Machine learning will play an important role.
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