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distilbert-base-uncased-squad2-with-ner-with-neg
andi611/distilbert-base-uncased-squad2-with-ner-with-neg
distilbert-base-uncased-squad2-with-ner-with-neg is a question answering model from andi611. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 27, 2021
- SHA
- 04f5e6c6
Try a prompt
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
distilbert-base-uncased-squad2-with-ner-with-neg
This model is a fine-tuned version of twmkn9/distilbert-base-uncased-squad2 on the conll2003 dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 2.0
Training results
Framework versions
- Transformers 4.8.2
- Pytorch 1.8.1+cu111
- Datasets 1.8.0
- Tokenizers 0.10.3
- Task
- Question Answering
- Library
- transformers
- Type
- distilbert
- Created
- Mar 2, 2022
- Updated
- Jul 27, 2021