On Emergent Capabilities and Model Merging.

arXiv:2609.24504v2 Announce Type: replace-cross Abstract: Fine-tuned checkpoints and adapters now fill public repositories, and the most common operation applied to these artifacts is model merging: arithmetic on their weights that assembles capabilities cheap