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electra-small-discriminator-mrpc
Intel/electra-small-discriminator-mrpc
electra-small-discriminator-mrpc is a text classification model from Intel. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Apr 21, 2022
- Updated
- Apr 21, 2022
- SHA
- 2e5e4c9b
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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. -->
electra-small-discriminator-mrpc
This model is a fine-tuned version of google/electra-small-discriminator on the GLUE MRPC dataset. It achieves the following results on the evaluation set:
- Loss: 0.3909
- Accuracy: 0.8529
- F1: 0.8983
- Combined Score: 0.8756
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
Framework versions
- Transformers 4.18.0
- Pytorch 1.10.0+cu102
- Datasets 2.1.0
- Tokenizers 0.11.6
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Languages
- en
- Created
- Apr 21, 2022
- Updated
- Apr 21, 2022