metadata

language:
  - en
  - de
  - fr
  - zh
  - pt
  - nl
  - ru
  - ko
  - it
  - es
license: cc-by-nc-4.0
metrics:
  - comet
pipeline_tag: translation

Model Card for TowerInstruct-WMT24-Chat-7B

Model Details

Model Description

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.

Citation

@inproceedings{pombal2024improving,
  title={Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models},
  author={Pombal, Jos{\'e} and Agrawal, Sweta and Martins, Andr{\'e} FT},
  booktitle={Proceedings of the Ninth Conference on Machine Translation},
  pages={993--1003},
  year={2024}
}