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radiology-report-en-zh-ft-base
sindri101/radiology-report-en-zh-ft-base
radiology-report-en-zh-ft-base is a machine learning model from sindri101. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Targeting at large-scale translation of Chest X-ray reports
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At a glance
- Library
- transformers
- Model type
- marian
- Access
- Public
- Created
- Mar 29, 2023
- Updated
- Mar 11, 2024
- SHA
- 0c9a3390
Model card
From the Hugging Face model README
Targeting at large-scale translation of Chest X-ray reports
Description
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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.
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During fine-tuning, it utilized 2k english chest x-ray reports and corresponding chinese version
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All chinese reports used during fine-tuning were translated by ChatGPT
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Validation Metrics
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Loss: 0.925
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SacreBLEU: 23.060
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Gen len: 75.417
- Library
- transformers
- Type
- marian
- Languages
- unk
- Created
- Mar 29, 2023
- Updated
- Mar 11, 2024