Downloads · 30 days
78
51% of all-time downloads
IngroupLoyalty_continuous
ajrayman/IngroupLoyalty_continuous
IngroupLoyalty_continuous is a text classification model from ajrayman. 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
152
Public
Parameters
184M
10.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors738 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- deberta-v2
- Access
- Public
- Created
- Aug 2, 2024
- Updated
- Sep 8, 2026
- SHA
- a6ca8d3f
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. -->
IngroupLoyalty_continuous
This model is a fine-tuned version of microsoft/deberta-v3-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0377
- Rmse: 0.1943
- Mae: 0.1542
- Corr: 0.3554
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: 32
- eval_batch_size: 32
- seed: 1234
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.06
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rmse | Mae | Corr |
|---|---|---|---|---|---|---|
| No log | 1.0 | 221 | 0.0341 | 0.1845 | 0.1504 | 0.3303 |
| No log | 2.0 | 442 | 0.0354 | 0.1882 | 0.1501 | 0.3543 |
| 0.046 | 3.0 | 663 | 0.0377 | 0.1943 | 0.1542 | 0.3554 |
Framework versions
- Transformers 4.44.1
- Pytorch 1.11.0
- Datasets 2.12.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- License
- mit
- Created
- Aug 2, 2024
- Updated
- Sep 8, 2026