Downloads · 30 days
22
5% of all-time downloads
Regression_xlnet_aug_MSEloss
Svetlana0303/Regression_xlnet_aug_MSEloss
Regression_xlnet_aug_MSEloss is a text classification model from Svetlana0303. 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
425
Public
Repo size
8.4 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin469 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlnet
- Access
- Public
- Created
- Apr 11, 2023
- Updated
- May 8, 2023
- SHA
- e0be2daa
Try a prompt
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. -->
Regression_xlnet_aug_MSEloss
This model is a fine-tuned version of xlnet-base-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4900
- Mse: 0.4900
- Mae: 0.5762
- R2: -0.0876
- Accuracy: 0.4533
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: 1e-12
- train_batch_size: 4
- eval_batch_size: 4
- 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 | Mse | Mae | R2 | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 263 | 0.4123 | 0.4123 | 0.5313 | 0.0379 | 0.4633 |
| 0.4874 | 2.0 | 526 | 0.4123 | 0.4123 | 0.5313 | 0.0379 | 0.4633 |
| 0.4874 | 3.0 | 789 | 0.4123 | 0.4123 | 0.5313 | 0.0379 | 0.4633 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- xlnet
- License
- mit
- Created
- Apr 11, 2023
- Updated
- May 8, 2023