Downloads · 30 days
10
3% of all-time downloads
electra-base-discriminator-finetuned-detests-wandb24
Pablo94/electra-base-discriminator-finetuned-detests-wandb24
electra-base-discriminator-finetuned-detests-wandb24 is a text classification model from Pablo94. 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. --
All-time downloads
295
Public
Parameters
109M
881 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors438 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Feb 12, 2024
- Updated
- Feb 12, 2024
- SHA
- 64cc1115
Try a prompt
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-discriminator-finetuned-detests-wandb24
This model is a fine-tuned version of google/electra-base-discriminator on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4457
- Accuracy: 0.7741
- F1-score: 0.6965
- Precision: 0.6879
- Recall: 0.7092
- Auc: 0.7092
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: 5e-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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1-score | Precision | Recall | Auc |
|---|---|---|---|---|---|---|---|---|
| 0.4719 | 1.0 | 77 | 0.4698 | 0.7971 | 0.6380 | 0.7159 | 0.6199 | 0.6199 |
| 0.4737 | 2.0 | 154 | 0.4457 | 0.7741 | 0.6965 | 0.6879 | 0.7092 | 0.7092 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.0
- Tokenizers 0.15.1
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Feb 12, 2024
- Updated
- Feb 12, 2024