ViewTube

In this video, we discuss the fundamentals of model quantization, the technique that allows us to run inference on massive LLMs ...

Quantization is an excellent technique to compress Large Language Models (LLM) and accelerate their inference. In this video ...

Text:* https://github.com/The-Pocket/PocketFlow-Tutorial-Video-Generator/blob/main/docs/llm/quantization.md 0:00:00 ...

The first comprehensive explainer for the GGUF quantization ecosystem. GGUF quantization is currently the most popular tool for ...

In this video I will introduce and explain quantization: we will first start with a little introduction on numerical representation of ...

Hello and welcome! My name is Anton and in this video, we will talk about Quantized Inertia, a hypothesis by Mike McCulloch ...

Strap in, this one's gonna get a bit bumpy. Converting from analog data to digital is a three step process. "Sampling" involves ...

Every time I do a video about a model I get a comment saying "Well you never said what it takes to run it!" Well since I am not ...

00:00 Introduction to LLM Quantization 02:15 What is Quantization? 04:45 Post-Training Quantization (PTQ) vs. QAT 07:30 GPTQ ...

Quantizing models for maximum efficiency gains! Resources: Model Quantized: ...

MIT 8.04 Quantum Physics I, Spring 2016 View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach ...

How to Quantize both Audio and MIDI regions in your Logic Projects. Quantize to the grid or other regions, and maintain a natural ...

In this video I will explain how to quantize the Klein-Gordon field using harmonic oscillators as an analogy. I will go through every ...

Can you really train a large language model in just 4 bits? In this video, we explore the cutting edge of model compression: fully ...

If you need help with anything quantization or ML related (e.g. debugging code) feel free to book a 30 minute consultation ...

The classical and quantum worlds aren't as separate as we once thought. Geometric quantization of symplectic manifolds ...

Are 1-bit LLMs the future of efficient AI? Or just a catchy Microsoft metaphor? In this video, we break down BitNet, the so-called ...

Quantization has emerged as a pivotal technique for accelerating large language model (LLM) inference, offering significant ...

In this video, we talk about a vector compression technique called Product quantization. We first explain conceptually, what the ...

How does sound become digital? This video breaks down the fundamentals of digital audio — including sampling, quantization, ...