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bert-mini-finetuned-squad
anas-awadalla/bert-mini-finetuned-squad
bert-mini-finetuned-squad is a question answering model from anas-awadalla. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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Repo size
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.json51.4 MB · 53%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- May 21, 2022
- Updated
- May 21, 2022
- SHA
- 79be3229
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. -->
bert-mini-finetuned-squad
This model is a fine-tuned version of prajjwal1/bert-mini on the squad 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: 64
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2.0
Training results
Framework versions
- Transformers 4.17.0
- Pytorch 1.11.0+cu113
- Datasets 2.0.0
- Tokenizers 0.11.6
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- May 21, 2022
- Updated
- May 21, 2022