[KongchangAI]
Concept

SSU-Wanda+TIES

A source-data-free multilingual extension strategy that combines SSU-Wanda parameter protection with TIES model merging, used to adapt to new languages while preserving source-language capabilities.

Timeline (last 90 days)

Oct 27

In single-target expansion scenarios, SSU-Wanda+TIES achieves the best balance between source-language retention and target-language acquisition, outperforming target-only fine-tuning and standard TIES merging.

Unverified50%

All Facts (1)

Unverified

In single-target expansion scenarios, SSU-Wanda+TIES achieves the best balance between source-language retention and target-language acquisition, outperforming target-only fine-tuning and standard TIES merging.

50%

Source Articles

Multilingual Speech Recognition Expansion: Source-Aware Adaptation and Model Merging StrategiesOct 27