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deberta-v3-base-peft
alitolga/deberta-v3-base-peft
deberta-v3-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
8.4 MB
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.json8.7 MB · 70%
At a glance
- License
- mit
- Access
- Public
- Created
- Dec 14, 2023
- Updated
- Dec 17, 2023
- SHA
- f15e6dfe
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-v3-base-peft
This model is a fine-tuned version of microsoft/deberta-v3-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.8971
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 |
|---|---|---|---|
| 9.6045 | 1.0 | 258 | 5.7917 |
| 4.3948 | 2.0 | 516 | 3.4037 |
| 3.771 | 3.0 | 774 | 2.8971 |
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