#
DIFF.BLOG
New
Following
Discover
Jobs
More
Top Writers
Suggest a blog
Upvotes plugin
Report bug
Contact
About
Sign up
The largest independent dev blog feed.
We surface the best developer writing from thousands of independent blogs, updated daily. The open web is worth fighting for.
Join now
→
Learn more
TOPICS
Accelerating LLMs on Debian 13: Setting up CUDA for llama.cpp
127
·
özkan pakdil
·
March 20, 2026, 2:04 a.m.
CUDA
large language models
Debian 13
GPGPU
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
large language models
Vulkan
Benchmarking Qwen 3.6 35B MoE (3B active) on an RTX 3090
gpjt ·
Jul 24, 2026
benchmarking
llm
llama.cpp vs. vLLM: Choosing the right local LLM inference engine
Red Hat ·
Jun 15, 2026
AI Inference Engines
llama.cpp
High Performance Distributed Inference with Ray Serve LLM
Anyscale ·
Jun 18, 2026
distributed inference
Ray Serve
Topping the GPU MODE Kernel Leaderboard with NVIDIA cuda.compute
NVIDIA Corporation ·
Feb 18, 2026
Agentic AI / Generative AI
Data Science
Experiences with Nvidia
John Cook ·
Jul 9, 2025
AI
Computing
Discover more posts →
AUTHOR
RECENT POSTS FROM THE AUTHOR
Choose how you want to continue.
Continue with GitHub
Continue with Google