Downloads · 30 days
10
0% of all-time downloads
fine-tuned-indo-sentiment-3-class
abdmuffid/fine-tuned-indo-sentiment-3-class
fine-tuned-indo-sentiment-3-class is a text classification model from abdmuffid. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
5.2K
Public
Parameters
111M
442 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors442 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- May 7, 2025
- Updated
- May 7, 2025
- SHA
- 44398f6f
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. -->
results_ig3
This model is a fine-tuned version of Aardiiiiy/indobertweet-base-Indonesian-sentiment-analysis on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1885
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.444 | 1.0040 | 500 | 0.2121 |
| 0.4071 | 2.0080 | 1000 | 0.2182 |
| 0.3731 | 3.0120 | 1500 | 0.2006 |
| 0.3621 | 4.0161 | 2000 | 0.1885 |
| 0.3406 | 5.0201 | 2500 | 0.1963 |
| 0.3291 | 6.0241 | 3000 | 0.2314 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- May 7, 2025
- Updated
- May 7, 2025