Merge Platform

Merge two models

Pick two models, choose a method, and let xmerge build a bridge between their representations.

New Merge

Combine two models using representation-level bridging

Model A

Model B

Merge Method

Bridge

Zero-init learned projection between hidden representations

Recommended

Bridge MLP

Bridge + residual MLP — better quality, slightly more compute

Best Quality

Streamed

Layer-by-layer processing — ~30% less peak memory on CPU or GPU

Low Memory