Downloads · 30 days
27
6% of all-time downloads
bert-base-arabert-finetuned-Arabic-DBpedia
AfnanTS/bert-base-arabert-finetuned-Arabic-DBpedia
bert-base-arabert-finetuned-Arabic-DBpedia is a fill-mask model from AfnanTS. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
429
Public
Repo size
4.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin541 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Nov 22, 2023
- Updated
- Nov 23, 2023
- SHA
- 56133213
Try a prompt
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. -->
bert-base-arabert-finetuned-Arabic-DBpedia
This model is a fine-tuned version of aubmindlab/bert-base-arabert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 7.9491
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: 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 8.3884 | 2.69 | 500 | 8.0043 |
| 7.1297 | 5.38 | 1000 | 7.9452 |
| 6.8379 | 8.06 | 1500 | 7.8969 |
Framework versions
- Transformers 4.27.1
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Nov 22, 2023
- Updated
- Nov 23, 2023