Uploaded July 2026 | Updated September 2026, 2 weeks ago
🧠 GGUF File Names Explained for Beginners | Learn Q4_K_M, IQ, UD, QAT, MoE & More!
Confused by GGUF model filenames like Qwen3.5-27B-UD-Q4_K_XL.gguf or Llama-3.1-8B-IQ4_XS.gguf?
In this beginner-friendly tutorial, you'll learn how to decode every part of a GGUF filename so you can confidently choose the right AI model for your hardware and use case.
Whether you're using LM Studio, llama.cpp, Ollama, Open WebUI, Jan, or another local LLM application, understanding GGUF notation will help you select models with the best balance of speed, memory usage, and response quality.
📚 In this video you'll learn:
✅ What GGUF is and why it matters
✅ What the "B" number means (7B, 8B, 14B, 27B, 70B...)
✅ What Quantization (Q2, Q3, Q4, Q5, Q6, Q8) actually means
✅ K-Quant explained (Q4_K_M, Q5_K_S, Q6_K...)
✅ Size modifiers (S, M, L, XL, XXS...)
✅ Unsloth Dynamic (UD) quantization
✅ Quantization Aware Training (QAT)
✅ Mixture of Experts (MoE) models
✅ Imatrix (I) and Importance Quantization (IQ)
✅ How to read real GGUF filenames from Hugging Face
By the end of this video, filenames that once looked confusing will become easy to understand.
🚀 Perfect for:
• Beginners learning Local LLMs
• LM Studio users
• llama.cpp users
• Ollama users
• AI enthusiasts
• Anyone downloading GGUF models from Hugging Face
If this video helped you understand GGUF model names, consider leaving a 👍 Like and subscribing for more tutorials on Local AI, LLMs, llama.cpp, LM Studio, networking, and open-source AI tools.
🌸 Buy me a coffee :
buymeacoffee.com/liv4it
🌸 Support channel & make donation :
paypal.me/aminenina/10
🌸 Subscribe for more videos :
Youtube: youtube.com/user/aminosninatos
🌸 Follow me On Social Media
Facebook : facebook.com/aminosninatos
***********************************************************************
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#gguf #llamacpp #llm
🧠 GGUF File Names Explained for Beginners | Learn Q4_K_M, IQ, UD, QAT, MoE & More!
Confused by GGUF model filenames like Qwen3.5-27B-UD-Q4_K_XL.gguf or Llama-3.1-8B-IQ4_XS.gguf?
In this beginner-friendly tutorial, you'll learn how to decode every part of a GGUF filename so you can confidently choose the right AI model for your hardware and use case.
Whether you're using LM Studio, llama.cpp, Ollama, Open WebUI, Jan, or another local LLM application, understanding GGUF notation will help you select models with the best balance of speed, memory usage, and response quality.
📚 In this video you'll learn:
✅ What GGUF is and why it matters
✅ What the "B" number means (7B, 8B, 14B, 27B, 70B...)
✅ What Quantization (Q2, Q3, Q4, Q5, Q6, Q8) actually means
✅ K-Quant explained (Q4_K_M, Q5_K_S, Q6_K...)
✅ Size modifiers (S, M, L, XL, XXS...)
✅ Unsloth Dynamic (UD) quantization
✅ Quantization Aware Training (QAT)
✅ Mixture of Experts (MoE) models
✅ Imatrix (I) and Importance Quantization (IQ)
✅ How to read real GGUF filenames from Hugging Face
By the end of this video, filenames that once looked confusing will become easy to understand.
🚀 Perfect for:
• Beginners learning Local LLMs
• LM Studio users
• llama.cpp users
• Ollama users
• AI enthusiasts
• Anyone downloading GGUF models from Hugging Face
If this video helped you understand GGUF model names, consider leaving a 👍 Like and subscribing for more tutorials on Local AI, LLMs, llama.cpp, LM Studio, networking, and open-source AI tools.
🌸 Buy me a coffee :
buymeacoffee.com/liv4it
🌸 Support channel & make donation :
paypal.me/aminenina/10
🌸 Subscribe for more videos :
Youtube: youtube.com/user/aminosninatos
🌸 Follow me On Social Media
Facebook : facebook.com/aminosninatos
***********************************************************************
🌸 🦙 llama-server Command Line Overview | Complete Guide to Every Option in llama.cpp
youtu.be/N-Mc7_3z3uU
🌸 🦙 Run Large Language Models on Your Computer Using llama.cpp | Complete Beginner's Guide
youtu.be/up-iIZNj3mw
🌸 Download Hugging Face Models FAST! 🚀 HF CLI + Xet Storage Engine (Complete 2026 Guide)
youtu.be/8uDbEy2VKKs
🌸📦 Backblaze B2 Cloud Storage Rclone Log Every File Transfer & Verify Your Backups (Complete Guide)
youtu.be/AcLU4xdoj0U
🌸📦Backblaze B2 Cloud Storage & Rclone Useful Commands for Troubleshooting
youtu.be/rsGrBQz7U80
🌸📦 Backblaze B2 Cloud Storage What Happens When the Connection Drops Mid-Transfer
youtu.be/6vdMXjj_QNU
🌸📦 Backblaze B2 Cloud Storage & Rclone on Windows — Complete Setup & Sync Guide
youtu.be/5z_70VYiGp8
🌸🛡️ Deploy Wazuh XDR & SIEM with Docker — Full Step-by-Step Guide
youtu.be/5oqM1niLUc4
🌸🚀 🔥 FortiGate 8.0 CLI Commands Tutorial | Complete Guide for Beginners & Network Admins
youtu.be/4ZWLJ_mZ8us
🌸🚀 How to perform the basic initial configuration of a FortiGate 8.0 VM running on VMware ESXi
youtu.be/ae9oOmbWzPA
🌸🔥How To Deploy FortiGate 8.0 on ESXi Host & Activate Trial License (Step-by-Step Guide)🔥
youtu.be/BKBq_XzUj0U
🌸🚀 FortiOS 8.0 — What's New AI Security, Quantum Safe VPN & SASE Explained Simply 🔥
youtu.be/bcOOp3C9oWc
🌸🔥 Learn how to configure Port Forwarding on MikroTik Router (RouterOS) – Step-by-Step Guide 🔥
youtu.be/jJtcKccnCAY
🌸🔐 How to Configure WireGuard VPN on MikroTik Router — Step-by-Step Tutorial (RouterOS 7)
youtu.be/zjl8Dn0p1I0
🌸 📡 How to Set Up Telegram Notifications on a MikroTik Router | Step-by-Step Guide
youtu.be/ZdMNAIyAFdE
🌸 🚀 Automate MikroTik Router Configuration with Terraform | Infrastructure as Code Tutorial
youtu.be/MoJmPc-HV4Y
🌸 🔐How to Set Up SSH Key Authentication on MikroTik Router
youtu.be/Ks0YcPUclWc
🌸 📌Mikrotik BGP Peering with DN42 Network
youtu.be/hHDcGfjJH0I
🌸 📌 MikroTik RouterOS Scripting
youtu.be/EsoWYQH6Gk0
🌸 🔐I Asked AI to Fix My MikroTik Firewall – Here’s What Happened
youtu.be/RbI-X0ZXXbg
***********************************************************************
#gguf #llamacpp #llm
