Downloads · 30 days
14
3% of all-time downloads
extractive_reader_nq_fquad
abdouaziiz/extractive_reader_nq_fquad
extractive_reader_nq_fquad is a question answering model from abdouaziiz. 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. --
All-time downloads
414
Public
Repo size
2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin667 MB · 99%
At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 16, 2023
- Updated
- Mar 21, 2023
- SHA
- 967abe45
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. -->
extractive_reader_nq
This model is a fine-tuned version of ToluClassics/extractive_reader_nq on the fquad 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: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 30.0
Training results
Framework versions
- Transformers 4.24.0
- Pytorch 1.9.1+cu111
- Datasets 2.10.2.dev0
- Tokenizers 0.13.2
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- Created
- Mar 16, 2023
- Updated
- Mar 21, 2023