TowerInstruct-WMT24-Chat-7B is a language model that results from fine-tuning TowerBase on TowerBlocks and the WMT24 Chat MT Shared task training set.
TowerInstruct-WMT24-Chat-7B was the best submission of the shared task, winning on all 10 language pairs according to human evaluation (see the task's findings paper
here).
It is specifically tailoured for context-aware translation of customer support chats.
Check out our
paper for more details and information on training and data.
Information on model usage, out-of-scope usages, risks, etc... are the same as the model cards of the TowerInstruct models.
1@inproceedings{pombal2024improving,
2 title={Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models},
3 author={Pombal, Jos{\'e} and Agrawal, Sweta and Martins, Andr{\'e} FT},
4 booktitle={Proceedings of the Ninth Conference on Machine Translation},
5 pages={993--1003},
6 year={2024}
7}
