Running a Local LLM for Writing Assistance
A local LLM gives you a private, offline AI writing assistant with no usage limits. Ollama and LM Studio make setup straightforward on modern hardware.
8GB RAM
16GB RAM
Install
Download Ollama or LM Studio. Pull a model suited to creative or instructional writing tasks such as Mistral or Llama 3.
Configure
Set system prompts that establish your writing style and preferences. Save these as reusable Modelfiles in Ollama.
Use
Open a chat session and paste your draft or outline. Use slash commands or structured prompts to trigger specific writing tasks.
Local LLM Setup Checklist
Check available RAM and GPU memory
Install Ollama or LM Studio
Pull a writing-focused model
Write a system prompt that captures your voice
Test on a short scene or paragraph
Set up a daily writing ritual with the local assistant
Quantized models (Q4 or Q5) run well on 16 GB of unified memory. On Apple Silicon, Metal acceleration gives you near GPU-class speed without a discrete graphics card.