Downloads · 30 days
18
14% of all-time downloads
kobert-emotion-classifier
slave-factory/kobert-emotion-classifier
kobert-emotion-classifier is a machine learning model from slave-factory. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
127
Public
Parameters
92.2M
369 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors369 MB · 100%
At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 10, 2024
- Updated
- Sep 10, 2024
- SHA
- bbf5b4f6
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. -->
kobert-emotion-classifier
This model is a fine-tuned version of monologg/kobert on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0898
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: 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 |
|---|---|---|---|
| 0.0797 | 1.0 | 642 | 0.0962 |
| 0.0806 | 2.0 | 1284 | 0.0907 |
| 0.0806 | 3.0 | 1926 | 0.0898 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.4.0
- Datasets 2.19.0
- Tokenizers 0.19.1
- Type
- bert
- License
- apache-2.0
- Created
- Sep 10, 2024
- Updated
- Sep 10, 2024