Update README.md

README.md

@@ -17,7 +17,7 @@ pipeline_tag: zero-shot-classification
 
 widget:
 
-- text: "Ich habe ein Problem mit meinem Iphone, das so schnell wie möglich gelöst werden muss."
+- text: "Ich habe ein Problem mit meinem Iphone das so schnell wie möglich gelöst werden muss."
 
   candidate_labels: "Computer, Handy, Tablet, dringend, nicht dringend"
 
@@ -29,9 +29,9 @@ widget:
 
 In this repository, we present our german zeroshot model. 
 
-This model was trained on the basis of the German BERT large model from [deepset.ai](https://huggingface.co/deepset/gbert-large) and finetuned for natural language inference task based on 847.862 machine-translated nli sentence pairs, using the [mnli](https://huggingface.co/datasets/multi_nli), [anli](https://huggingface.co/datasets/anli) and [snli](https://huggingface.co/datasets/snli) datasets.
+This model was trained on the basis of the German BERT large model from [deepset.ai](https://huggingface.co/deepset/gbert-large) and finetuned for natural language inference based on 847.862 machine-translated nli sentence pairs, using the [mnli](https://huggingface.co/datasets/multi_nli), [anli](https://huggingface.co/datasets/anli) and [snli](https://huggingface.co/datasets/snli) datasets.
 
-For this purpose, we translated the [MSMARCO-Passage-Ranking](https://github.com/microsoft/MSMARCO-Passage-Ranking) dataset using the [fairseq-wmt19-en-de](https://github.com/pytorch/fairseq/tree/master/examples/wmt19) translation model.
+For this purpose, we translated the sentence pairs in these dataset to German.
 
 ### Model Details
 
@@ -39,13 +39,13 @@ For this purpose, we translated the [MSMARCO-Passage-Ranking](https://github.com
 
 |---|---|
 
-|**Base model**   | [```german-nlp-group/electra-base-german-uncased```](https://huggingface.co/german-nlp-group/electra-base-german-uncased)  |
+|**Base model**   | [```gbert-large```](https://huggingface.co/deepset/gbert-large)  |
 
-|**Finetuning task**| Passage Retrieval / Semantic Search  |
+|**Finetuning task**| Text Pair Classification / Natural Language Inference  |
+
+|**Source dataset**| [```mnli```](https://huggingface.co/datasets/multi_nli) ; [```anli```](https://huggingface.co/datasets/anli) ; [```snli```](https://huggingface.co/datasets/snli)  |
 
-|**Source dataset**| [```MSMARCO-Passage-Ranking```](https://github.com/microsoft/MSMARCO-Passage-Ranking)  |
 
-|**Translation model**|  [```fairseq-wmt19-en-de```](https://github.com/pytorch/fairseq/tree/master/examples/wmt19)  |
 
 DESCRIPTION GOES HERE: 
 Satz 1: