Search Results for author: Xuezhi Fang

Found 6 papers, 2 papers with code

Tele-FLM Technical Report

no code implementations25 Apr 2024 Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Chao Wang, Xinzhang Liu, Zihan Wang, Yu Zhao, Xin Wang, Yuyao Huang, Shuangyong Song, Yongxiang Li, Zheng Zhang, Bo Zhao, Aixin Sun, Yequan Wang, Zhongjiang He, Zhongyuan Wang, Xuelong Li, Tiejun Huang

Large language models (LLMs) have showcased profound capabilities in language understanding and generation, facilitating a wide array of applications.

Language Modelling Large Language Model

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

no code implementations11 Sep 2023 Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang

Although demonstrating superb performance on various NLP tasks, large language models (LLMs) still suffer from the hallucination problem, which threatens the reliability of LLMs.

Hallucination Instruction Following +2

FLM-101B: An Open LLM and How to Train It with $100K Budget

no code implementations7 Sep 2023 Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Xuying Meng, Siqi Fan, Peng Han, Jing Li, Li Du, Bowen Qin, Zheng Zhang, Aixin Sun, Yequan Wang

We demonstrate that a 101B-parameter LLM with 0. 31T tokens can be trained with a budget of 100K US dollars.

Memorization

LitMind Dictionary: An Open-Source Online Dictionary

1 code implementation23 Apr 2022 Cunliang Kong, Xuezhi Fang, Liner Yang, Yun Chen, Erhong Yang

Since traditional dictionaries present word senses as discrete items in predefined inventories, they fall short of flexibility, which is required in providing specific meanings of words in particular contexts.

Cannot find the paper you are looking for? You can Submit a new open access paper.