Supercharge Local LLM Inference: vLLM and MLX-LM Make it a Breeze!

infrastructure#llm📝 Blog|Analyzed: Feb 24, 2026 01:30
Published: Feb 24, 2026 01:26
1 min read
Qiita LLM

Analysis

This article highlights the exciting advancements in accelerating local Large Language Model (LLM) inference using vLLM and MLX-LM. It explores how these tools, especially vLLM for Nvidia GPUs and MLX-LM for Apple Silicon, are making local LLM usage more accessible and efficient. Users can experience faster LLM performance without sacrificing ease of use.
Reference / Citation
View Original
"This article is a record of actually trying out these tools. Both vLLM (for Nvidia GPUs) and MLX-LM (for Apple Silicon) are summarized, including the 'good points' and the 'problematic points'."
Q
Qiita LLMFeb 24, 2026 01:26
* Cited for critical analysis under Article 32.