Search Articles — Sudonull

https://sudonull.com/flux-2-dev-gguf-q4-k-m-29-gb-vram-on-apple-silicon

Breakdown of 29 GB VRAM consumption by FLUX.2-dev GGUF model on M3 Pro. MPS-overhead, dequantization, optimizations reduce peak by 1.5 GB. Instructions for developers.

https://sudonull.com/compression-of-glm-5-1-on-16-gb-vram-gqa-hacks

Breakdown of compressing 744B MoE model GLM-5.1 to 388 MB for T4. Fix GQA errors, config code, inference. For middle/senior dev — repeat on your hardware.

https://sudonull.com/console-ai-agent-botinok-automation-of-linux-servers

Learn about "Botinok" — a local console AI agent for Linux that automates administration tasks via SSH, using Ollama and minimum VRAM. Ideal for DevOps and system administrators.

https://sudonull.com/ace-step-1-5-music-neural-network-outperforms-suno-locally

Open-source model ACE-Step 1.5 XL generates music locally, outperforms Suno in SongEval. LM+DiT architecture, from 4 GB VRAM. Installation, benchmarks, limitations. Test it yourself for IT projects.

https://sudonull.com/qwen-3-6-vs-gemma-4-testing-on-a-local-machine

Performance comparison of Qwen 3.6 and Gemma 4 on a laptop with RTX 4070. LM Studio setup, VRAM optimization, test results. Read the guide.

How to Find Your Available VRAM on Windows 11

https://www.howtogeek.com/797643/how-to-find-vram-on-windows-11/

Apr 19, 2022 · Fortunately, Windows 11 includes a built-in option to check the VRAM, so you don't have to install or use a third-party …

How to Increase Dedicated Video RAM (VRAM) in Windows - MUO

https://www.makeuseof.com/tag/video-ram-windows-10/

Apr 6, 2025 · Video RAM (or VRAM, pronounced "VEE-ram") is a special type of RAM that works with your computer's graphics …

How Much VRAM Do I Have? Easy Checks for PC & Mac - Lifewire

https://www.lifewire.com/how-to-check-vram-5235783

Jun 11, 2025 · This article teaches you how to check how much VRAM you have on your computer. It also looks at what that means …

How to Find VRAM on Windows 11: 4 Simple Ways to Check GPU …

https://windowsforum.com/windows-news.4/how-to-find-vram-on-windows-11-4-simple-ways-to-check-gpu-memory.401428/

Feb 16, 2026 · VRAM is the fast, dedicated memory on a discrete graphics card or a small reserved portion of system RAM used by …

Video random-access memory - Wikipedia

https://en.wikipedia.org/wiki/Video_random-access_memory

Video random-access memory (VRAM) is dedicated computer memory used to store the pixels and other graphics data as a …

What is VRAM? GPU Video Memory Explained | Hardwarepedia

https://hardwarepedia.com/learn/vram

VRAM (Video Random Access Memory) is the dedicated memory on your graphics card. Unlike system RAM, which serves the CPU, …

How to Increase VRAM for Gaming (and What VRAM Actually Does)

https://www.switchbladegaming.com/game-settings/how-to-increase-vram/

Mar 30, 2026 · Most guides get VRAM wrong. Here's what VRAM actually does, who can genuinely increase it (iGPU users), and …

GPU VRAM Hierarchy 2026: Gaming & Local AI Performance Rankings

https://www.vramrank.com/

Interactive GPU database for 2026. Compare NVIDIA, AMD, and Intel graphics cards by VRAM, FPS, AI TOPS, and Best Value …

AMD Radeon™ VRAM Gives More Control Over Your Gaming …

https://www.amd.com/en/products/graphics/gaming/vram.html

AMD Radeon™ VRAM is fast on-board memory used by the GPU for rendering your games and applications. It holds textures, …

What Is VRAM? Why Games Are Using it More, and How to Optimize ... - PCMag

https://www.pcmag.com/how-to/what-is-vram-why-games-are-using-it-more-and-how-to-optimize-your-pc

Aug 14, 2023 · What Is VRAM? VRAM is Video Random-Access Memory, so it's RAM that is plugged into your GPU (instead of your …