Run Gemma 4 12B locally with LM Studio
Melvin Vivas · X post · 2026-06-04 · Open on X
Topics: LLM Fundamentals, AI Dev Tools & Productivity · Level: beginner
Summary
The creator recommends LM Studio as the easiest way to run Google's Gemma 4 12B. The quoted post says Gemma 4 12B is a dense, mid-sized model that fits on a laptop, is released under Apache 2.0 and is available in LM Studio.
Key points
- Gemma 4 12B is a dense, mid-sized Gemma model from Google.
- It is released under the Apache 2.0 license (open weights, commercial use allowed).
- It is small enough to run on a laptop.
- LM Studio lets you discover, download and run local LLMs like Gemma 4 12B without coding.
Resources mentioned
- LM Studio - Google models page · tool · lmstudio.ai · free
LM Studio's page for discovering, downloading and running Google models such as Gemma 4 12B locally. - LM Studio · tool · x.com · free
Desktop app for downloading and running LLMs locally, with a developer mode that serves models through an API.
Also in: Running LLMs Locally Without an Expensive Rig (Melvin Vivas on X · notes), Adding Vercel AI Gateway as a provider in AIBackends with Devin (Melvin Vivas on X · notes), LoRA Fine-Tune Qwen3.5-2B on Your Tweets with Unsloth Studio (Melvin Vivas on X · notes), AIBackends: An API Layer Between Your App and AI Models (Now with Jev) (Melvin Vivas on X · notes) and 31 more - Gemma 4 12B · tool · blog.google · free · open in a browser to verify
Google's open-weight, encoder-free multimodal model under Apache 2.0 for on-device use.
Also in: Run Gemma 4 12B on 8GB RAM with Unsloth Dynamic GGUFs (Melvin Vivas on X · notes), Gemma 4 12B: encoder-free multimodal model for laptops (Melvin Vivas on X · notes)
Try this
- Install LM Studio and download Gemma 4 12B to run it locally.
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