transformers pytorch marian text2text-generation autotrain chest X-ray report machine translation unk dataset:zhaozh/autotrain-data-radiology-report-en-zh-ft-base co2_eq_emissions autotrain_compatible endpoints_compatible region:us
---
datasets:
- zhaozh/autotrain-data-radiology-report-en-zh-ft-base
language:
- unk
- unk
tags:
- autotrain
- chest X-ray report
- machine translation
co2_eq_emissions:
  emissions: 1.5370817042101073
---
Targeting at large-scale translation of Chest X-ray reports 


## Description

- This BART model was fine-tuned on MIMIC-CXR dataset, aiming to provide a conventionl tool to translate English chest x-ray report into Chinese.
- During fine-tuning, it utilized 2k english chest x-ray reports and corresponding chinese version 
- All chinese reports used during fine-tuning were translated by ChatGPT 

- ## Validation Metrics

- Loss: 0.925
- SacreBLEU: 23.060
- Gen len: 75.417