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GELECTRA-distilled-LegalQuAD
Christoph911/GELECTRA-distilled-LegalQuAD
GELECTRA-distilled-LegalQuAD is a question answering model from Christoph911. Use it when the input is a question plus a passage. It is set up for transformers.
Language model: GELECTRA-distilled Language: German Downstream-task: Extractive QA Training data: German-legal-SQuAD Eval data: German-legal-SQuAD testset
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Jun 29, 2022
- Updated
- Sep 1, 2022
- SHA
- 70d41155
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Model card
From the Hugging Face model README
GELECTRA-distilled-LegalQuAD
Overview
Language model: GELECTRA-distilled
Language: German
Downstream-task: Extractive QA
Training data: German-legal-SQuAD
Eval data: German-legal-SQuAD testset
Hyperparameters
batch_size = 10
n_epochs = 2
max_seq_len=256,
learning_rate=1e-5,
## Eval results
Evaluated on German-legal-SQuAD testset
"exact": 34.294
"f1": 64.991
- Task
- Question Answering
- Library
- transformers
- Type
- electra
- Languages
- de
- Created
- Jun 29, 2022
- Updated
- Sep 1, 2022