Downloads · 30 days
3
1% of all-time downloads
gzipbert_imdb_rpe_250k
versae/gzipbert_imdb_rpe_250k
gzipbert_imdb_rpe_250k is a text classification model from versae. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as openrail.
should probably proofread and complete it, then remove this comment. --
All-time downloads
361
Public
Parameters
94.9M
3.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin380 MB · 50%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- openrail
- Model type
- roformer
- Access
- Public
- Created
- Jul 25, 2023
- Updated
- Jan 15, 2025
- SHA
- a3105f03
Try a prompt
Base models
Datasets
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. -->
gzipbert_imdb_rpe_250k
This model is a fine-tuned version of versae/gzip-bert on the imdb dataset. It achieves the following results on the evaluation set:
- Loss: 6.0866
- Accuracy: 0.5095
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-06
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.003 | 1.0 | 1563 | 5.1727 | 0.5548 |
| 0.0061 | 2.0 | 3126 | 5.7975 | 0.5176 |
| 0.0056 | 3.0 | 4689 | 5.6762 | 0.5107 |
| 0.0019 | 4.0 | 6252 | 6.0355 | 0.5082 |
| 0.0043 | 5.0 | 7815 | 6.0866 | 0.5095 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roformer
- License
- openrail
- Created
- Jul 25, 2023
- Updated
- Jan 15, 2025