Downloads · 30 days
14
5% of all-time downloads
CS505-NerCSI-PhoBERT_v2
ThuyNT03/CS505-NerCSI-PhoBERT_v2
CS505-NerCSI-PhoBERT_v2 is a text classification model from ThuyNT03. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
299
Public
Parameters
135M
3.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors540 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 20, 2024
- Updated
- Mar 20, 2024
- SHA
- d151d23c
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. -->
CS505-NerCSI-PhoBERT_v2
This model is a fine-tuned version of vinai/phobert-base-v2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0295
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: 16
- eval_batch_size: 8
- seed: 41
- 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 |
|---|---|---|---|
| No log | 1.0 | 369 | 0.3216 |
| 0.4522 | 2.0 | 738 | 0.2479 |
| 0.2944 | 3.0 | 1107 | 0.2174 |
| 0.2944 | 4.0 | 1476 | 0.1441 |
| 0.2264 | 5.0 | 1845 | 0.1032 |
| 0.1526 | 6.0 | 2214 | 0.0730 |
| 0.1058 | 7.0 | 2583 | 0.0611 |
| 0.1058 | 8.0 | 2952 | 0.0415 |
| 0.0733 | 9.0 | 3321 | 0.0333 |
| 0.0459 | 10.0 | 3690 | 0.0295 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Mar 20, 2024
- Updated
- Mar 20, 2024