Downloads · 30 days
11
14% of all-time downloads
POEMS-CAMELBERT-CA-RUN4
salohnana2018/POEMS-CAMELBERT-CA-RUN4
POEMS-CAMELBERT-CA-RUN4 is a text classification model from salohnana2018. 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
78
Public
Parameters
109M
4.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors436 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Mar 9, 2024
- Updated
- Mar 9, 2024
- SHA
- 3283e231
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. -->
POEMS-CAMELBERT-CA-RUN4
This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-ca on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1498
- Accuracy: 0.5966
- F1: 0.5966
- Precision: 0.5966
- Recall: 0.5966
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 1.3444 | 1.0 | 472 | 1.2277 | 0.4552 | 0.4552 | 0.4552 | 0.4552 |
| 1.1589 | 2.0 | 944 | 1.0866 | 0.5275 | 0.5275 | 0.5275 | 0.5275 |
| 1.0829 | 3.0 | 1416 | 1.1405 | 0.5146 | 0.5146 | 0.5146 | 0.5146 |
| 1.0 | 4.0 | 1888 | 1.0262 | 0.5643 | 0.5643 | 0.5643 | 0.5643 |
| 0.9288 | 5.0 | 2360 | 1.0574 | 0.5762 | 0.5762 | 0.5762 | 0.5762 |
| 0.8776 | 6.0 | 2832 | 1.0456 | 0.5838 | 0.5838 | 0.5838 | 0.5838 |
| 0.8166 | 7.0 | 3304 | 1.1421 | 0.5745 | 0.5745 | 0.5745 | 0.5745 |
| 0.7636 | 8.0 | 3776 | 1.0959 | 0.5931 | 0.5931 | 0.5931 | 0.5931 |
| 0.7173 | 9.0 | 4248 | 1.1400 | 0.5851 | 0.5851 | 0.5851 | 0.5851 |
| 0.6915 | 10.0 | 4720 | 1.1498 | 0.5966 | 0.5966 | 0.5966 | 0.5966 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Mar 9, 2024
- Updated
- Mar 9, 2024