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deberta-base-peft
alitolga/deberta-base-peft
deberta-base-peft is a machine learning model from alitolga. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Dec 17, 2023
Repo size
10.7 MB
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.json2.9 MB · 64%
At a glance
- License
- mit
- Access
- Public
- Created
- Dec 14, 2023
- Updated
- Dec 17, 2023
- SHA
- e94aa33a
Base models
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-base-peft
This model is a fine-tuned version of microsoft/deberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5691
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.4191 | 1.0 | 389 | 1.2536 |
| 1.2007 | 2.0 | 778 | 0.6712 |
| 0.9788 | 3.0 | 1167 | 0.5691 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1
- License
- mit
- Created
- Dec 14, 2023
- Updated
- Dec 17, 2023