Downloads · 30 days
6
13% of all-time downloads
results
josejointriple/results
results is a text classification model from josejointriple. 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
47
Public
Parameters
111M
4.1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors444 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Jun 26, 2024
- Updated
- Jul 5, 2024
- SHA
- 6e80e43c
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
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5162
- Accuracy: 0.9213
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: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 6.0895 | 1.0 | 2371 | 5.7708 | 0.4478 |
| 4.5154 | 2.0 | 4742 | 4.3046 | 0.7988 |
| 3.5146 | 3.0 | 7113 | 3.1486 | 0.8932 |
| 2.6148 | 4.0 | 9484 | 2.3505 | 0.9134 |
| 2.1514 | 5.0 | 11855 | 1.8621 | 0.9178 |
| 1.9055 | 6.0 | 14226 | 1.5997 | 0.9210 |
| 1.635 | 7.0 | 16597 | 1.5162 | 0.9213 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.3.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jun 26, 2024
- Updated
- Jul 5, 2024