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electra_interview_new
eskayML/electra_interview_new
electra_interview_new is a text classification model from eskayML. 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
- Sep 13, 2024
- Updated
- Dec 19, 2024
- SHA
- b83b3289
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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. -->
electra_interview_new
This model is a fine-tuned version of mrm8488/electra-small-finetuned-squadv2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.2978
- Accuracy: 0.2716
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 463 | 2.6395 | 0.1983 |
| 2.7859 | 2.0 | 926 | 2.5260 | 0.1983 |
| 2.5604 | 3.0 | 1389 | 2.4446 | 0.2241 |
| 2.4612 | 4.0 | 1852 | 2.3737 | 0.3103 |
| 2.2886 | 5.0 | 2315 | 2.3307 | 0.3276 |
| 2.1381 | 6.0 | 2778 | 2.3076 | 0.3017 |
| 1.9905 | 7.0 | 3241 | 2.3089 | 0.2931 |
| 1.8363 | 8.0 | 3704 | 2.2939 | 0.2845 |
| 1.7738 | 9.0 | 4167 | 2.3060 | 0.2802 |
| 1.6807 | 10.0 | 4630 | 2.2978 | 0.2716 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Sep 13, 2024
- Updated
- Dec 19, 2024