ClaudSkills / Science & Research / science-misc

model-merging

Quality score: 70/100 · Category: Science & Research · Sub-category: science-misc

ai:llm

Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending domain-specific expertise (math + coding + chat), improving performance beyond single models, or experimenting rapidly with model variants. Covers SLERP, TIES-Merging, DARE, Task Arithmetic, linear merging, and production deployment strategies.

What this skill does

model-merging is a production-ready Claude Code skill (quality score 70/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/emerging-techniques-model-merging/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when creating specialized models by blending domain-specific expertise (math + coding + chat), improving performance beyond single models, or experimenting rapidly with model variants. Covers SLERP, TIES-Merging, DARE, Task Arithmetic, linear merging, and production deployment strategies.

Who uses this skill

The model-merging skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/emerging-techniques-model-merging
curl -L https://claudskills.com/skills/emerging-techniques-model-merging/SKILL.md \
  -o ~/.claude/skills/emerging-techniques-model-merging/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/emerging-techniques-model-merging/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/emerging-techniques-model-merging/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\emerging-techniques-model-merging\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.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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