Downloads · 30 days
5
23% of all-time downloads
final_test_classification
nizarh1999/final_test_classification
final_test_classification is a text classification model from nizarh1999. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
22
Public
Parameters
234M
5.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors935 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Apr 12, 2024
- Updated
- Apr 12, 2024
- SHA
- c5e57576
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. -->
classification_final
This model is a fine-tuned version of yhavinga/t5-small-24L-ccmatrix-multi on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0695
- F1: 0.9782
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| No log | 1.0 | 110 | 0.2572 | 0.2326 |
| No log | 2.0 | 220 | 0.0883 | 0.9652 |
| No log | 3.0 | 330 | 0.0744 | 0.9694 |
| No log | 4.0 | 440 | 0.1080 | 0.9614 |
| 0.1321 | 5.0 | 550 | 0.0685 | 0.9782 |
| 0.1321 | 6.0 | 660 | 0.0695 | 0.9782 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 12, 2024
- Updated
- Apr 12, 2024