Model Merging

Combine the strengths of multiple fine-tuned models without further training. Master TIES, DARE, SLERP, and frankenmerges with mergekit.

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6

Lessons

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Code Examples

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Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

Why Merge Models

Intermediate

Linear and SLERP Merging

Intermediate

TIES-Merging

Advanced

DARE Merging

Advanced

Frankenmerges and Passthrough

Advanced

Evaluating Merged Models

Intermediate