📖 MergeScope User Guide

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What is Model Merging?

Model merging combines weights from two or more fine-tuned models into a single model. Tools like mergekit implement various merge strategies. MergeScope lets you preview the result before running the actual merge.

Supported Merge Methods

• SLERP — Spherical Linear Interpolation. Smoothly blends two models with a ratio parameter (0.0-1.0).
• TIES — Trim, Elect Sign, Merge. Keeps only the most significant weight changes, resolves sign conflicts.
• DARE — Drop And REscale. Randomly drops weight deltas and rescales remaining ones.
• Linear — Simple weighted average of tensors.

How to Use

1. Drop two GGUF or SafeTensors model files
2. Select merge method and parameters
3. Preview which tensors will be affected
4. View estimated output size and tensor type distribution

FAQ

Does this actually merge models?

No. MergeScope only previews/simulates the merge. Use mergekit for actual merging.

Can I merge GGUF with SafeTensors?

MergeScope shows the preview, but in practice you should merge models in the same format.

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