Software Development

Model Merging

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.

Publisher / source
Orchestra-Research/AI-Research-SKILLs (found on skills.sh, an awesome list)
Upstream record
Orchestra-Research/AI-Research-SKILLs
Version
Version 3
Published
Publication review
Approved for publication
Content fingerprint
dfbcc6d6dfef57489ac69cb6f3a858783f16dff2ecfc72eb2fac168fd2ecc87d