Downloads · 30 days
25
8% of all-time downloads
roberta-large-detect-dep-v2
Trong-Nghia/roberta-large-detect-dep-v2
roberta-large-detect-dep-v2 is a text classification model from Trong-Nghia. Use it when you need a label for a piece of text. 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
317
Public
Repo size
45.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.4 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Jul 12, 2023
- Updated
- Jul 20, 2023
- SHA
- ef5cda6c
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. -->
roberta-large-detect-dep-v2
This model is a fine-tuned version of roberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7719
- Accuracy: 0.691
- F1: 0.7625
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-06
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.6278 | 1.0 | 751 | 0.5546 | 0.763 | 0.8227 |
| 0.5472 | 2.0 | 1502 | 0.5449 | 0.743 | 0.8160 |
| 0.4787 | 3.0 | 2253 | 0.5744 | 0.72 | 0.7929 |
| 0.423 | 4.0 | 3004 | 0.7290 | 0.702 | 0.7799 |
| 0.3803 | 5.0 | 3755 | 0.7719 | 0.691 | 0.7625 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Jul 12, 2023
- Updated
- Jul 20, 2023