AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models

Daniel Karl I. Weidele; Priyanshu Rai; Frederico Araujo; Teryl Taylor; Radu Marinescu

AAAI 2026technical0 citations

AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models

Daniel Karl I. Weidele, Priyanshu Rai, Frederico Araujo, Teryl Taylor, Radu Marinescu

Abstract

We present AutoTuneX, a system architecture design and implementation for users to interactively fine-tune large language models (LLMs) based on automated hyperparameter optimization particularly built around Bandit Limited Discrepancy Search. Next to a classical Graphical User Interface (GUI) our system features an agentic runtime to facilitate automated fine-tuning via chat.

BibTeX

@inproceedings{aaai2026_autotunexinterac,
  title = {AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models},
  author = {Daniel Karl I. Weidele and Priyanshu Rai and Frederico Araujo and Teryl Taylor and Radu Marinescu},
  booktitle = {AAAI 2026},
  year = {2026}
}