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electra-base-generator-SeqClassification
alitolga/electra-base-generator-SeqClassification
electra-base-generator-SeqClassification 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Feb 20, 2024
Repo size
4.7 MB
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.json713 KB · 44%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Feb 19, 2024
- Updated
- Feb 20, 2024
- SHA
- 004f4328
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-base-generator-SeqClassification
This model is a fine-tuned version of google/electra-base-generator on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3143
- Accuracy: 0.8699
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3359 | 1.0 | 3125 | 0.3143 | 0.8699 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- License
- apache-2.0
- Created
- Feb 19, 2024
- Updated
- Feb 20, 2024