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Gemma4 Local Deploy

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:openai
在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务，按用户需求把 12B 上下文从默认 32K 提升到 64K/128K，配置 tmux 后台运行，验证健康检查、问答接口、资源占用和常见故障。当用户说部署 Gemma 4、Gemma 4 12B、本地大模型、长上下文、llama-server、Ollama、GGUF、Mac 本地模型服务时使用。

From the source SKILL.md

目标：把 google/gemma-4-12B-it 的 GGUF 版本部署成本机模型服务。默认用 llama.cpp / llama-server + Apple Metal + Q4_K_M + tmux 暴露 OpenAI-compatible API；用户明确要 Ollama 时，再走 Ollama 导入路径。

What this skill does

Gemma4 Local Deploy is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/gemma4-local-deploy/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Gemma4 Local Deploy Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 92,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/gemma4-local-deploy
curl -L https://claudskills.com/skills/gemma4-local-deploy/SKILL.md \
  -o ~/.claude/skills/gemma4-local-deploy/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/gemma4-local-deploy/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/gemma4-local-deploy/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\gemma4-local-deploy\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Gemma4 Local Deploy Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/gemma4-local-deploy/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Gemma4 Local Deploy skill do?
在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务，按用户需求把 12B 上下文从默认 32K 提升到 64K/128K，配置 tmux 后台运行，验证健康检查、问答接口、资源占用和常见故障。当用户说部署 Gemma 4、Gemma 4 12B、本地大模型、长上下文、llama-server、Ollama、GGUF、Mac 本地模型服务时使用。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Gemma4 Local Deploy skill?
Use Gemma4 Local Deploy when your Claude Code task falls under the General category — specifically in the ai tooling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Gemma4 Local Deploy" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Gemma4 Local Deploy skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Gemma4 Local Deploy is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
majiayu000. (2026). Gemma4 Local Deploy [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/gemma4-local-deploy/
BibTeX
@misc{gemma4-local-deploy-2026,
  author    = {majiayu000},
  title     = {Gemma4 Local Deploy [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/gemma4-local-deploy/}
}

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