Downloads · 30 days
4
15% of all-time downloads
Palate-classifier-with-ratings
lengocquangLAB/Palate-classifier-with-ratings
Palate-classifier-with-ratings is a text classification model from lengocquangLAB. 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
27
Public
Parameters
109M
876 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors438 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 12, 2024
- Updated
- Apr 13, 2024
- SHA
- 61e4958c
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. -->
Palate-classifier-with-ratings
This model is a fine-tuned version of google-bert/bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5897
- Accuracy: 0.4006
- Recall: 0.4006
- Precision: 0.4006
- F1: 0.4006
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Recall | Precision | F1 |
|---|---|---|---|---|---|---|---|
| 1.4528 | 1.0 | 5000 | 1.4438 | 0.3867 | 0.3867 | 0.3867 | 0.3867 |
| 1.2881 | 2.0 | 10000 | 1.4323 | 0.4071 | 0.4071 | 0.4071 | 0.4071 |
| 0.993 | 3.0 | 15000 | 1.5897 | 0.4006 | 0.4006 | 0.4006 | 0.4006 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 12, 2024
- Updated
- Apr 13, 2024