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alephbertgimmel_parashoot
imvladikon/alephbertgimmel_parashoot
alephbertgimmel_parashoot is a question answering model from imvladikon. 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
- bert
- Access
- Public
- Created
- Aug 2, 2023
- Updated
- Aug 9, 2023
- SHA
- 33ff7511
Base models
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. -->
alephbertgimmel_parashoot
This model is a fine-tuned version of imvladikon/alephbertgimmel-base-512 on the imvladikon/parashoot 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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
***** predict metrics *****
predict_samples = 1102
test_exact_match = 27.7073
test_f1 = 51.787
test_runtime = 0:00:32.05
test_samples_per_second = 34.383
test_steps_per_second = 4.306
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.2
- Tokenizers 0.13.3
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- Languages
- he
- Created
- Aug 2, 2023
- Updated
- Aug 9, 2023