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my_work
zaidanih/my_work
my_work is a question answering model from zaidanih. 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
- Apr 8, 2024
- Updated
- May 28, 2024
- SHA
- c067c3b8
Try a prompt
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. -->
my_work
This model is a fine-tuned version of SI2M-Lab/DarijaBERT on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.3367
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 250 | 4.2806 |
| 4.4428 | 2.0 | 500 | 4.2277 |
| 4.4428 | 3.0 | 750 | 4.2998 |
| 3.7449 | 4.0 | 1000 | 4.3367 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.2.2+cpu
- Datasets 2.13.0
- Tokenizers 0.13.3
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- Created
- Apr 8, 2024
- Updated
- May 28, 2024