Downloads · 30 days
11
21% of all-time downloads
kobert-emotion-classifier-v3
slave-factory/kobert-emotion-classifier-v3
kobert-emotion-classifier-v3 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
52
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
- 12279665
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-v3
This model is a fine-tuned version of monologg/kobert on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4594
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 |
|---|---|---|---|
| 1.6251 | 1.0 | 577 | 1.5982 |
| 1.5975 | 2.0 | 1154 | 1.5390 |
| 1.5497 | 3.0 | 1731 | 1.4594 |
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