GitHub

LLM Text Evaluation Framework

A powerful, production-ready Streamlit web application for comprehensive LLM response evaluation and benchmarking. Features multi-dimensional scoring across 7 key criteria, interactive analytics ...
marktechpost

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
IEEE

Exploring Fine-Grained Visual-Text Feature Alignment With Prompt Tuning for Domain-Adaptive Object Detection

Abstract: Domain-adaptive object detection (DAOD) aims to generalize detectors trained in labeled source domains to unlabeled target domains by mitigating domain bias. Recent studies have confirmed ...
GitHub

ReAlign: Text-to-Motion Generation via Step-Aware Reward-Guided Alignment

TL;DR: We propose ReAlign, a plug-and-play reward-guided alignment strategy for text-to-motion generation, which explicitly enhances both semantic consistency and motion realism throughout the ...
IEEE

Bootstrapping Interactive Image–Text Alignment for Remote Sensing Image Captioning

Abstract: Recently, remote sensing image captioning (RSIC) has gained significant attention in the remote sensing community. Due to the significant differences in spatial resolution of remote sensing ...