One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging

Baban Gain, Asif Ekbal, Trilok Nath Singh

Weight-space model merging combines independently fine-tuned models without accessing original training data, offering a practical alternative to joint training. While merging succ…