library_name, license, datasets, language, pipeline_tag, base_model

library_name	license	datasets	language	pipeline_tag	base_model
transformers	llama2	uonlp/CulturaX	uk en	text-generation	meta-llama/Llama-2-7b-hf

Llama-2-7b-Ukrainian

Model Details

Model Description

Llama-2-7b-Ukrainian is a bilingual pre-trained model supporting Ukrainian and English. Continued pre-training from Llama-2-7b on 5B tokens consisting of 75% Ukrainian documents and 25% English documents from CulturaX.

Paper: To Err Is Human, but Llamas Can Learn It Too

Training Hyperparameters

Hyperparameter	Value
Training steps	19080
Batch size	256
Weight decay	0.1
Context length	1024
Learning rate	2e-5 linear decay to 2e-6
Precision	bf16
Optimizer	AdamW

Citation

BibTeX:

@article{luhtaru2024err,
  title={To Err Is Human, but Llamas Can Learn It Too},
  author={Luhtaru, Agnes and Purason, Taido and Vainikko, Martin and Del, Maksym and Fishel, Mark},
  journal={arXiv preprint arXiv:2403.05493},
  year={2024}
}