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deepset / gelectra-base
Model's Last Updated: September 26 2024
Introduction of gelectra-base
Model Details of gelectra-base
German ELECTRA base
Released, Oct 2020, this is a German ELECTRA language model trained collaboratively by the makers of the original German BERT (aka "bert-base-german-cased") and the dbmdz BERT (aka bert-base-german-dbmdz-cased). In our paper , we outline the steps taken to train our model. Our evaluation suggests that this model is somewhat undertrained. For best performance from a base sized model, we recommend deepset/gbert-base
Overview
Paper:
here
Architecture:
ELECTRA base (discriminator)
Language:
German
Performance
GermEval18 Coarse: 76.02
GermEval18 Fine: 42.22
GermEval14: 86.02
See also:
deepset/gbert-base
deepset/gbert-large
deepset/gelectra-base
deepset/gelectra-large
deepset/gelectra-base-generator
deepset/gelectra-large-generator
Authors
Branden Chan:
branden.chan [at] deepset.ai
Stefan Schweter:
stefan [at] schweter.eu
Timo Möller:
timo.moeller [at] deepset.ai
About us
We bring NLP to the industry via open source!
Our focus: Industry specific language models & large scale QA systems.
Some of our work:
- German BERT (aka "bert-base-german-cased")
- GermanQuAD and GermanDPR datasets and models (aka "gelectra-base-germanquad", "gbert-base-germandpr")
- FARM
- Haystack
Get in touch: Twitter | LinkedIn | Slack | GitHub Discussions | Website
By the way: we're hiring!
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More Information About gelectra-base huggingface.co Model
Url of gelectra-base
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Provider of gelectra-base huggingface.co
Other API from deepset
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