胡烨迪
About Me I am currently a PhD candidate at Beijing Institute of Technology, working under the supervision of Prof. Yang Gao. My current research focuses on model merging, data synthesis, and interpretability for large language models.
Jun 1, 2030
Subspace Merge
The toolkit designed to localize the task mask and do sub-space model merging
Sep 5, 2025
Model Kinship
The toolkit designed to measure the similarity or relatedness between large language models (LLMs), drawing inspiration from concepts in biological evolution.
Oct 8, 2024
Explore Model Kinship For Merging Large Language Models
NoteBookLM Speech This speech is generated by NotebookLM, and some points may not be explained clearly. Method Motivated by the parallel drawn between biological reproduction and the process of model evolution, we propose that the concept of kinship, which is central to evolutionary biology for understanding breeding relationships and human genealogies, can be conceptually extended to the field of model merging, specifically to describe the kinship between models.
Oct 2, 2024