Downloads · 30 days
15
9% of all-time downloads
cs221-xlnet-large-cased-finetuned
sercetexam9/cs221-xlnet-large-cased-finetuned
cs221-xlnet-large-cased-finetuned is a text classification model from sercetexam9. 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
173
Public
Parameters
361M
34.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlnet
- Access
- Public
- Created
- Jan 1, 2025
- Updated
- Jan 2, 2025
- SHA
- ee1f1362
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. -->
cs221-xlnet-large-cased-finetuned
This model is a fine-tuned version of xlnet/xlnet-large-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5884
- Bce Loss: 0.5884
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: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bce Loss |
|---|---|---|---|---|
| 0.5902 | 1.0 | 139 | 0.5891 | 0.5891 |
| 0.5564 | 2.0 | 278 | 0.5912 | 0.5912 |
| 0.5744 | 3.0 | 417 | 0.5889 | 0.5889 |
| 0.5504 | 4.0 | 556 | 0.5884 | 0.5884 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- xlnet
- License
- mit
- Created
- Jan 1, 2025
- Updated
- Jan 2, 2025