Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning

Kim, Taebong, Hong, Youngsik, Kim, Minsik, Choi, Sunyoung, Jang, Jaewon, Shin, Junghoon, Kim, Minseo

Open source

DOI
10.48550/arxiv.2605.14386
Published
2026
Container
Not recorded
Publisher
arXiv
Open access
yes

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.48550/arxiv.2605.14386,
  title = {Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning},
  author = {Kim, Taebong and Hong, Youngsik and Kim, Minsik and Choi, Sunyoung and Jang, Jaewon and Shin, Junghoon and Kim, Minseo},
  year = {2026},
  doi = {10.48550/arxiv.2605.14386},
  url = {https://doi.org/10.48550/arxiv.2605.14386}
}

RIS

TY  - JOUR
TI  - Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning
AU  - Kim, Taebong
AU  - Hong, Youngsik
AU  - Kim, Minsik
AU  - Choi, Sunyoung
AU  - Jang, Jaewon
AU  - Shin, Junghoon
AU  - Kim, Minseo
PY  - 2026
DO  - 10.48550/arxiv.2605.14386
UR  - https://doi.org/10.48550/arxiv.2605.14386
ER  - 

APA

Taebong, K., Youngsik, H., Minsik, K., Sunyoung, C., Jaewon, J., Junghoon, S., & Minseo, K. (2026). Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning. https://doi.org/10.48550/arxiv.2605.14386

Source records