Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
e5-base-sts-en-de – AI Model by danielheinz | AlphaNeural AI
You can deploy this model and start earning money today!
danielheinz
/
e5-base-sts-en-de
like
0
transformers
safetensors
xlm-roberta
feature-extraction
de
deutsche-telekom/ger-backtrans-paraphrase
paws-x
stsb_multi_mt
mit
model-index
text-embeddings-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
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:
German paraphrase corpus by Philip May
paws-x
stsb_multi_mt
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
