Xmodel-LM Technical Report
Authors: name: Yichuan Wang; name: Yang Liu; name: Yu Yan; name: Xucheng Huang; name: Ling Jiang
Published: 2024-06-05 02:12:06

Abstract: We introduce Xmodel-LM, a compact and efficient 1.1B language model
pre-trained on over 2 trillion tokens. Trained on our self-built dataset
(Xdata), which balances Chinese and English corpora based on downstream task
optimization, Xmodel-LM exhibits remarkable performance despite its smaller
size. It notably surpasses existing open-source language models of similar
scale. Our model checkpoints and code are publicly accessible on GitHub at
https://github.com/XiaoduoAILab/XmodelLM.