SUMIN/HuggingFace_transformer
1
0
Fork 0
Code Issues Pull Requests Actions 7 Packages Projects Releases Wiki Activity

replace performance table with markdown (#8565)

Browse Source 
* replace performance table with markdown

* Update model_cards/smanjil/German-MedBERT/README.md

Co-authored-by: Julien Chaumond <chaumond@gmail.com>
This commit is contained in:
smanjil
2020-11-18 19:17:46 +01:00
committed by GitHub
parent e7f77fc52a
commit 6c8fad4f0d
1 changed files with 8 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

10
model_cards/smanjil/German-MedBERT/README.md
View File

@@ -2,6 +2,7 @@
language: de language: de
tags: tags:
- exbert - exbert
- German
--- ---
<a href="https://huggingface.co/exbert/?model=smanjil/German-MedBERT"> <a href="https://huggingface.co/exbert/?model=smanjil/German-MedBERT">
@@ -10,7 +11,7 @@ tags:
# German Medical BERT # German Medical BERT
This is a fine-tuned model on Medical domain for German language and based on German BERT. This is a fine-tuned model on Medical domain for German language and based on German BERT. This model has only been trained to improve on target task (Masked Language Model). It can later be used to perform a downstream task of your needs, while I performed it for NTS-ICD-10 text classification task.
## Overview ## Overview
**Language model:** bert-base-german-cased **Language model:** bert-base-german-cased
@@ -30,7 +31,12 @@ This is a fine-tuned model on Medical domain for German language and based on Ge
- Although had to train for upto 25 epochs for classification. - Although had to train for upto 25 epochs for classification.
## Performance (Micro precision, recall and f1 score for multilabel code classification) ## Performance (Micro precision, recall and f1 score for multilabel code classification)
![performance](https://raw.githubusercontent.com/smanjil/finetune-lm/master/performance.png)
|Models |P |R |F1 |
|:-------------- |:------|:------|:------|
|German BERT |86.04 |75.82 |80.60 |
|German MedBERT-256 |87.41 |77.97 |82.42 |
|German MedBERT-512 |87.75 |78.26 |82.73 |
## Author ## Author
Manjil Shrestha: `shresthamanjil21 [at] gmail.com` Manjil Shrestha: `shresthamanjil21 [at] gmail.com`