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deberta_amazon_reviews_v1-e3
kkmkorea/deberta_amazon_reviews_v1-e3
deberta_amazon_reviews_v1-e3 is a text classification model from kkmkorea. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Jul 28, 2023
- Updated
- Jul 28, 2023
- SHA
- 038471d7
Try a prompt
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. -->
deberta_amazon_reviews_v1-e3
This model is a fine-tuned version of kkmkorea/checkpoint25000 on the klue 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: 1.5e-05
- train_batch_size: 128
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 3
Training results
Framework versions
- Transformers 4.31.0
- Pytorch 1.10.1+cu102
- Datasets 2.12.0
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Created
- Jul 28, 2023
- Updated
- Jul 28, 2023