GitHub - allenai/awesome-open-source-lms: Friends of OLMo and their links.
Papers
Appears to be an exhaustive survey paper -- (Chen et al. 2023)
ChuXin, an entirely open-source language model with a size of 1.6 billion parameters. Unlike the majority of works that only open-sourced the model weights and architecture, we have made everything needed to train a model available, including the training data, the training process, and the evaluation code. Our goal is to empower and strengthen the open research community, fostering transparency and enabling a new wave of innovation in the field of language modeling. Furthermore, we extend the context length to 1M tokens through lightweight continual pretraining and demonstrate strong needle-in-a-haystack retrieval performance. The weights for both models are available at Hugging Face to download and use.
References
- Chen, Jiao, Li, Qin, Ravaut, Zhao, Xiong, Joty (2023). ChatGPT's One-Year Anniversary: Are Open-Source Large Language Models Catching Up?.
- Zhuang, Jiang, He, Wu (2024). ChuXin: 1.6B Technical Report.