Search Results for author: Zhijian Ma

Found 6 papers, 3 papers with code

KIMAs: A Configurable Knowledge Integrated Multi-Agent System

no code implementations13 Feb 2025 Zitao Li, Fei Wei, Yuexiang Xie, Dawei Gao, Weirui Kuang, Zhijian Ma, Bingchen Qian, Yaliang Li, Bolin Ding

Knowledge-intensive conversations supported by large language models (LLMs) have become one of the most popular and helpful applications that can assist people in different aspects.

Management RAG +1

Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for Foundation Models

2 code implementations23 Dec 2024 Daoyuan Chen, Yilun Huang, Xuchen Pan, Nana Jiang, Haibin Wang, Ce Ge, Yushuo Chen, WenHao Zhang, Zhijian Ma, Yilei Zhang, Jun Huang, Wei Lin, Yaliang Li, Bolin Ding, Jingren Zhou

The burgeoning field of foundation models necessitates advanced data processing mechanisms capable of harnessing vast valuable data with varied types utilized by these models.

BiMix: A Bivariate Data Mixing Law for Language Model Pretraining

no code implementations23 May 2024 Ce Ge, Zhijian Ma, Daoyuan Chen, Yaliang Li, Bolin Ding

Optimization of domain proportions yields superior model performance compared to existing methods.

Language Modeling Language Modelling

UniDM: A Unified Framework for Data Manipulation with Large Language Models

no code implementations10 May 2024 Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou

In this paper, inspired by the cross-task generality of LLMs on NLP tasks, we pave the first step to design an automatic and general solution to tackle with data manipulation tasks.

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