INFO: The model is being continuously updated.
The model is a multilingual-e5-base model fine-tuned with the task of semantic textual similarity in mind.
Model Training
The model has been fine-tuned on the German subsets of the following datasets:
The training procedure can be divided into two stages:
- training on paraphrase datasets with the Multiple Negatives Ranking Loss
- training on semantic textual similarity datasets using the Cosine Similarity Loss
Results
The model achieves the following results:
- 0.920 on stsb's validation subset
- 0.904 on stsb's test subset
- Downloads last month
- 21,288
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.