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Run massive AI models on your laptop! Learn the secrets of LLM quantization and how q2, q4, and q8 settings in Ollama can save ...

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

In this video we define the basics of quantization and look at how its benefits and how it affects large language models.

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

Welcome back to the Ollama course! In this lesson, we dive into the fascinating world of AI model quantization. Using variations of ...

This video explores DeepSeek R1, how distilled versions and quantization make it more accessible, and the trade-offs between ...

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 ...

I Made ChatGPT-2 Run on a Potato (63MB AI Model!) - Extreme Quantization Experiment What happens when you compress a ...

Large Language Models (LLMs) are measured by the number of parameters they contain – the number of weights and biases ...

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

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

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

QLoRA is the first approach that allows the TRAINING of Large Language Models (LLMs) on a single GPU. It does this by using ...

VIDEO TITLE What is LLM Quantization? ✍️VIDEO DESCRIPTION ✍️ Large Language Models (LLMs) are built using ...

Run AI Models Locally: Quantization Explained (Q2, Q3, Q4, Q5) Want to run large language models (LLMs) like Phi-4 on your PC ...

A NEW benchmark and guide which quantization models to use locally on your PC or laptop. Either in Ollama or in LM Studio, ...

Try Voice Writer - speak your thoughts and let AI handle the grammar: https://voicewriter.io Four techniques to optimize the speed ...

Download Tanka today https://www.tanka.ai and enjoy 3 months of free Premium! You can also get $20 / team for each referrals ...

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 ...