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ibm.com
What is Quantization? | IBM
Quantization is the process of reducing the precision of a digital signal, typically from a higher-precision format to a lower-precision format.
Jul 29, 2024
Quantization in Machine Learning
Quantization in modern LLMs - Advanced Quantization Techniques for Large Language Models Video Tutorial | LinkedIn Learning, formerly Lynda.com
linkedin.com
2 months ago
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
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Jun 10, 2024
3:17
Have you used quantization with an open source machine learning library, and wondered how quantization works? How can you preserve model accuracy as you compress from 32 bits to 16, 8, or even 2 bits? In our new short course, Quantization in Depth, taught by Hugging Face's Marc Sun and Younes Belkada, you'll learn to implement variants of linear quantization, such as asymmetric and symmetric modes, from scratch. You'll also quantize at different granularities (per-tensor, per-channel, per-group)
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