Downloads · 30 days
8
0% of all-time downloads
WangchanBERTa-LST20
thanaphatt1/WangchanBERTa-LST20
WangchanBERTa-LST20 is a token classification model from thanaphatt1. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
6.4K
Public
Parameters
105M
420 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors419 MB · 99%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- camembert
- Access
- Public
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023
- SHA
- ced5390f
Try a prompt
Base models
Datasets
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. -->
toneza
This model is a fine-tuned version of pythainlp/thainer-corpus-v2-base-model on the lst20 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1293
- Precision: 0.7684
- Recall: 0.8120
- F1: 0.7896
- Accuracy: 0.9565
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: 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.1226 | 1.0 | 1978 | 0.1416 | 0.7414 | 0.7802 | 0.7603 | 0.9518 |
| 0.098 | 2.0 | 3956 | 0.1324 | 0.7602 | 0.7966 | 0.7780 | 0.9545 |
| 0.0895 | 3.0 | 5934 | 0.1293 | 0.7684 | 0.8120 | 0.7896 | 0.9565 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Token Classification
- Library
- transformers
- Type
- camembert
- License
- cc-by-4.0
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023