Downloads · 30 days
14
6% of all-time downloads
xlnet_base_all
vishnuhaasan/xlnet_base_all
xlnet_base_all is a text classification model from vishnuhaasan. 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
241
Public
Parameters
117M
5.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors469 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlnet
- Access
- Public
- Created
- Jul 2, 2024
- Updated
- Jul 2, 2024
- SHA
- 8a854ddc
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. -->
xlnet_base_all
This model is a fine-tuned version of xlnet/xlnet-base-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4611
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3162 | 1.0 | 1949 | 0.4187 |
| 0.1553 | 2.0 | 3898 | 0.3679 |
| 0.1649 | 3.0 | 5847 | 0.3724 |
| 0.2501 | 4.0 | 7796 | 0.3303 |
| 0.2847 | 5.0 | 9745 | 0.3959 |
| 0.2092 | 6.0 | 11694 | 0.4093 |
| 0.0744 | 7.0 | 13643 | 0.4144 |
| 0.0403 | 8.0 | 15592 | 0.4852 |
| 0.0003 | 9.0 | 17541 | 0.4603 |
| 0.0002 | 10.0 | 19490 | 0.4611 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlnet
- License
- mit
- Created
- Jul 2, 2024
- Updated
- Jul 2, 2024