We are dedicated to advancing research and open-source tools in Data-Centric Artificial Intelligence (DCAI).
Our goal is to develop effective and efficient DCAI systems and algorithms that support and enhance the performance of AI models and applications.
🔥 2025/6/29 Our DCAI system DataFlow is released! Link
Dataflow-MM, multi-media operators for Dataflow. We aim to prepare data for Multimodal Large Language Models.
DataFlex is a data-centric training framework that enhances model performance by either selecting the most influential samples, optimizing their weights, or adjusting their mixing ratios.
A flexible framework for orchestrating deep learning models with Ray . It dynamically schedules and serves multiple models — from NLP (e.g., FastText) to CV (e.g., YOLO, SAM) — enabling scalable, distributed, and efficient multi-model inference.
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