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README.md
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@@ -19,11 +19,20 @@ This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentence
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Special thanks to [deepset](https://huggingface.co/deepset/) for providing the model gBERT-large and also to [Philip May](https://huggingface.co/philipMay) for the Translation of the dataset and chats about the topic.
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Model score after fine-tuning
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**STS-B Test: 0.8626 (Spearman)**
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This is the best result achieved that I know of.
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<!--- Describe your model here -->
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Special thanks to [deepset](https://huggingface.co/deepset/) for providing the model gBERT-large and also to [Philip May](https://huggingface.co/philipMay) for the Translation of the dataset and chats about the topic.
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Model score after fine-tuning scores best, compared to these models:
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| Model Name | Spearman<br/>German |
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|---------------------------------------------------------------|-------------------|
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| xlm-r-distilroberta-base-paraphrase-v1 | 0.8079 |
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| [xlm-r-100langs-bert-base-nli-stsb-mean-tokens](https://huggingface.co/sentence-transformers/xlm-r-100langs-bert-base-nli-stsb-mean-tokens) | 0.7877 |
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| xlm-r-bert-base-nli-stsb-mean-tokens | 0.7877 |
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| [roberta-large-nli-stsb-mean-tokens](https://huggingface.co/sentence-transformers/roberta-large-nli-stsb-mean-tokens) | 0.6371 |
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| [T-Systems-onsite/<br/>german-roberta-sentence-transformer-v2](https://huggingface.co/T-Systems-onsite/german-roberta-sentence-transformer-v2) | 0.8529 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 0.8355 |
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| [T-Systems-onsite/<br/>cross-en-de-roberta-sentence-transformer](https://huggingface.co/T-Systems-onsite/<br/>cross-en-de-roberta-sentence-transformer) | 0.8550 |
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| aari1995/German_Semantic_STS_V2 | **0.8626** |
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<!--- Describe your model here -->
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