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deberta-v3-large-squad2-finetuned-squad
spsdevil/deberta-v3-large-squad2-finetuned-squad
deberta-v3-large-squad2-finetuned-squad is a question answering model from spsdevil. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- cc-by-4.0
- Model type
- deberta-v2
- Access
- Public
- Created
- Dec 5, 2022
- Updated
- Dec 5, 2022
- SHA
- 596408db
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. -->
deberta-v3-large-squad2-finetuned-squad
This model is a fine-tuned version of deepset/deberta-v3-large-squad2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.4651
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: 7e-06
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0478 | 1.0 | 1567 | 2.0644 |
| 1.7901 | 2.0 | 3134 | 2.1144 |
| 1.4437 | 3.0 | 4701 | 2.4651 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.12.1+cu113
- Datasets 2.7.1
- Tokenizers 0.13.2
- Task
- Question Answering
- Library
- transformers
- Type
- deberta-v2
- License
- cc-by-4.0
- Created
- Dec 5, 2022
- Updated
- Dec 5, 2022