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distilbert-base-uncased-nq-short
dl4nlp/distilbert-base-uncased-nq-short
distilbert-base-uncased-nq-short is a question answering model from dl4nlp. Use it when the input is a question plus a passage. It is set up for transformers.
Model based on distilbert-base-uncased model trained on natural question short dataset. Trained for one episode with AdamW optimizer and learning rate of 5e-03 and no warmup steps. We achieved a f1 score of 32.67 and…
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Jul 22, 2022
- Updated
- Jul 22, 2022
- SHA
- 62e3ebbf
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Model card
From the Hugging Face model README
Model based on distilbert-base-uncased model trained on natural question short dataset. Trained for one episode with AdamW optimizer and learning rate of 5e-03 and no warmup steps. We achieved a f1 score of 32.67 and an em score of 10.35
- Task
- Question Answering
- Library
- transformers
- Type
- distilbert
- Languages
- en
- Created
- Jul 22, 2022
- Updated
- Jul 22, 2022