Downloads · 30 days
8
2% of all-time downloads
distilbert-turkish-ner
pnr-svc/distilbert-turkish-ner
distilbert-turkish-ner is a token classification model from pnr-svc. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
490
Public
Repo size
1.6 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin270 MB · 100%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- distilbert
- Access
- Public
- Created
- Sep 17, 2022
- Updated
- Sep 17, 2022
- SHA
- c041a4e7
Try a prompt
Datasets
Spaces
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. -->
distilbert-turkish-ner
This model is a fine-tuned version of dbmdz/distilbert-base-turkish-cased on the ner-tr dataset. It achieves the following results on the evaluation set:
- Loss: 0.0013
- Precision: 1.0
- Recall: 1.0
- F1: 1.0
- Accuracy: 1.0
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: 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.5744 | 1.0 | 529 | 0.0058 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0094 | 2.0 | 1058 | 0.0017 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0047 | 3.0 | 1587 | 0.0013 | 1.0 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.22.1
- Pytorch 1.12.1+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Token Classification
- Library
- transformers
- Type
- distilbert
- License
- mit
- Created
- Sep 17, 2022
- Updated
- Sep 17, 2022