LM Studio users seek grammar-check model

This is a workflow problem more than a model-selection problem: long-document grammar checking breaks when you try to brute-force it through one chat window.

• –One commenter recommends chunking input into 500-1,000 word sections to avoid skipped passages and context blowups
• –A smaller quantized model like Gemma 2 6B in `q4_K_M` format is a better fit for that laptop than a bigger, slower model
• –LM Studio is useful here because it can expose a local OpenAI-compatible API, which makes it easier to script a review pipeline instead of manual copy-paste
• –For pure grammar cleanup, a dedicated edit workflow will usually beat a raw chat prompt on speed, consistency, and coverage
• –The privacy requirement matters, but the real bottleneck is still context management, not just model quality