Downloads · 30 days
9
1% of all-time downloads
distilbert-finetuned-spanish-offensive-language
Brandon-h/distilbert-finetuned-spanish-offensive-language
distilbert-finetuned-spanish-offensive-language is a text classification model from Brandon-h. 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. --
All-time downloads
640
Public
Parameters
67.3M
808 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors269 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Nov 9, 2023
- Updated
- Dec 18, 2023
- SHA
- d6598178
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. -->
distilbert-finetuned-spanish-offensive-language
This model is a fine-tuned version of dccuchile/distilbert-base-spanish-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3661
- Accuracy: 0.8779
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3769 | 1.0 | 1046 | 1.1300 | 0.7130 |
| 0.2822 | 2.0 | 2092 | 1.0136 | 0.7778 |
| 0.2152 | 3.0 | 3138 | 1.0965 | 0.7593 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Nov 9, 2023
- Updated
- Dec 18, 2023