Downloads · 30 days
3
17% of all-time downloads
distilbert_yelp_model
technorebel1/distilbert_yelp_model
distilbert_yelp_model is a text classification model from technorebel1. 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
18
Public
Parameters
67M
268 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Mar 15, 2025
- Updated
- Mar 15, 2025
- SHA
- 217f149b
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_yelp_model
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7957
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
Yelp review full dataset (limited to 100,000 rows for efficiency)
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- 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
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9163 | 0.32 | 2000 | 0.9439 |
| 0.8424 | 0.64 | 4000 | 0.8211 |
| 0.8142 | 0.96 | 6000 | 0.8068 |
| 0.669 | 1.28 | 8000 | 0.8205 |
| 0.662 | 1.6 | 10000 | 0.7917 |
| 0.6364 | 1.92 | 12000 | 0.7957 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.6.0+cu124
- Datasets 3.4.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Mar 15, 2025
- Updated
- Mar 15, 2025