Downloads · 30 days
5
17% of all-time downloads
xlm-roberta-base-Final_Mixed-train-2
ThuyNT03/xlm-roberta-base-Final_Mixed-train-2
xlm-roberta-base-Final_Mixed-train-2 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. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
29
Public
Repo size
2.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.1 GB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023
- SHA
- 33897f46
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. -->
xlm-roberta-base-Final_Mixed-train-2
This model is a fine-tuned version of xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7200
- Accuracy: 0.77
- F1: 0.7634
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: 40
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 1.1141 | 1.0 | 44 | 1.1019 | 0.31 | 0.2344 |
| 1.0868 | 2.0 | 88 | 1.0677 | 0.44 | 0.3501 |
| 0.9464 | 3.0 | 132 | 0.9689 | 0.56 | 0.5371 |
| 0.7829 | 4.0 | 176 | 0.7724 | 0.67 | 0.6278 |
| 0.678 | 5.0 | 220 | 0.8115 | 0.71 | 0.6960 |
| 0.6379 | 6.0 | 264 | 0.6987 | 0.74 | 0.7313 |
| 0.5801 | 7.0 | 308 | 0.6804 | 0.78 | 0.7765 |
| 0.528 | 8.0 | 352 | 0.7200 | 0.77 | 0.7634 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023