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electra-large-synqa
mbartolo/electra-large-synqa
electra-large-synqa is a question answering model from mbartolo. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
This is an ELECTRA-Large QA Model trained from https://huggingface.co/google/electra-large-discriminator in two stages. First, it is trained on synthetic adversarial data generated using a BART-Large question generato…
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jun 15, 2024
- SHA
- 57a1e228
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Model card
From the Hugging Face model README
Model Overview
This is an ELECTRA-Large QA Model trained from https://huggingface.co/google/electra-large-discriminator in two stages. First, it is trained on synthetic adversarial data generated using a BART-Large question generator, and then it is trained on SQuAD and AdversarialQA (https://arxiv.org/abs/2002.00293) in a second stage of fine-tuning.
Data
Training data: SQuAD + AdversarialQA Evaluation data: SQuAD + AdversarialQA
Training Process
Approx. 1 training epoch on the synthetic data and 2 training epochs on the manually-curated data.
Additional Information
Please refer to https://arxiv.org/abs/2104.08678 for full details. You can interact with the model on Dynabench here: https://dynabench.org/models/109
- Task
- Question Answering
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Jun 15, 2024