#
DIFF.BLOG
New
Following
Discover
Jobs
More
Top Writers
Suggest a blog
Upvotes plugin
Report bug
Contact
About
Privacy
Sign up
The home for great developer writing.
We surface the best developer writing from thousands of independent blogs, updated daily.
Join Diff.blog
TOPICS
Accelerating LLMs on Debian 13: Setting up CUDA for llama.cpp
·
özkan pakdil
·
March 20, 2026, 2:04 a.m.
CUDA
GPGPU
large language models
Performance Optimization
Summary
This blog post provides a detailed guide on setting up NVIDIA CUDA on Debian 13 to enhance the performance of Large Language Models (LLMs) using llama.cpp, sharing personal experiences and insights from the author's journey.
Read full post on ozkanpakdil.github.io →
MORE POSTS LIKE THIS
Accelerating LLMs on Debian 13: Setting up Vulkan for llama.cpp
özkan pakdil ·
Mar 22, 2026
CUDA
Vulkan
Restore LLM Inference Capacity in Seconds with Shadow Engine Recovery in NVIDIA Dynamo
NVIDIA Corporation ·
Aug 25, 2026
Agentic AI / Generative AI
Data Science
Atom #hdxty3k
Brandur Leach ·
Aug 11, 2026
user-experience
software development
Getting Fortran running on GPU's natively
Fortran Lang Discourse ·
Jul 28, 2026
CUDA
NVIDIA
Benchmarking Qwen 3.6 35B MoE (3B active) on an RTX 3090
gpjt ·
Jul 24, 2026
neural networks
CUDA
llama.cpp vs. vLLM: Choosing the right local LLM inference engine
Red Hat ·
Jun 15, 2026
Machine Learning
benchmarking
Discover more posts →
AUTHOR
Advertise
Sponsor diff.blog
Put your product in front of developers who read and write about their craft. One exclusive sponsor at a time.
Become a sponsor →
RECENT POSTS FROM THE AUTHOR
Choose how you want to continue.
Continue with GitHub
Continue with Google
By continuing, you agree to our
Privacy Policy
.