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327,570 results
Some of the most important breakthroughs in physics came about due to the discovery that energy is quantized. This video ...
35,132 views
11 months ago
In this video I will introduce and explain quantization: we will first start with a little introduction on numerical representation of ...
14,608 views
6 months ago
Four techniques to optimize the speed of your model's inference process: 0:38 - Quantization 5:59 - Pruning 9:48 - Knowledge ...
14,121 views
In this video we define the basics of quantization and look at how its benefits and how it affects large language models.
3,978 views
7 months ago
In this tutorial, we will explore many different methods for loading in pre-quantized models, such as Zephyr 7B. We will explore the ...
14,861 views
EfficientML.ai Lecture 5 - Quantization (Part I) (MIT 6.5940, Fall 2023) Instructor: Prof. Song Han Slides: https://efficientml.ai.
9,810 views
9 months ago
This video is about quantization in deep learning in the deep learning tutorial series. Quantization is getting more and more ...
4,159 views
▭▭ Timestamps ▭▭▭▭▭▭▭▭▭▭▭ 00:00 Introduction 00:20 Model scaling vs. fine-tuning 00:58 Precision & Quantization ...
47,290 views
Learning Resources: TheBloke Quantized Models - https://huggingface.co/TheBloke Quantization from Hugging Face (Optimum) ...
20,128 views
10 months ago
QLoRA is the first approach that allows the TRAINING of Large Language Models (LLMs) on a single GPU. It does this by using ...
9,915 views
5 months ago
EfficientML.ai Lecture 6 - Quantization (Part II) (MIT 6.5940, Fall 2023) Instructor: Prof. Song Han Slides: https://efficientml.ai.
6,480 views
8 months ago
Large language models (LLMs) have shown excellent performance on various tasks, but the astronomical model size raises the ...
5,154 views
MIT 8.323 Relativistic Quantum Field Theory I, Spring 2023 Instructor: Hong Liu View the complete course: ...
5,678 views
4 months ago
Quantization is a common technique used to reduce the model size, though it can sometimes result in reduced accuracy.
37,627 views
In this tutorial, I dive deep into the cutting-edge technique of quantizing Large Language Models (LLMs) using the powerful ...
9,834 views
3 months ago
EfficientML.ai Lecture 5 - Quantization (Part I) (MIT 6.5940, Fall 2023, Zoom recording) Instructor: Prof. Song Han Slides: ...
3,889 views
Slides: ...
1,561 views
Tim Dettmers is a PhD Student, University of Washington The Applied Machine Learning Days channel features talks and ...
2,626 views
1,521 views
Residual Vector Quantization (RVQ) is a useful type of quantization that can compress a whole vector into a few integers, making ...
1,751 views
3 weeks ago