Downloads · 30 days
5
13% of all-time downloads
roberta-base-unlabeled-TAPT-1
opHF7/roberta-base-unlabeled-TAPT-1
roberta-base-unlabeled-TAPT-1 is a fill-mask model from opHF7. Use it when you need the model to fill a missing word. 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
40
Public
Repo size
50.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin499 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Apr 27, 2023
- Updated
- Apr 28, 2023
- SHA
- 8234be68
Try a prompt
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. -->
roberta-base-unlabeled-TAPT-1
This model is a fine-tuned version of roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 5.4796
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 6.717 | 1.0 | 11745 | 6.4991 |
| 6.4748 | 2.0 | 23490 | 6.4190 |
| 6.4206 | 3.0 | 35235 | 6.3913 |
| 6.3812 | 4.0 | 46980 | 6.3563 |
| 6.3519 | 5.0 | 58725 | 6.3469 |
| 6.3213 | 6.0 | 70470 | 6.3090 |
| 6.2171 | 7.0 | 82215 | 6.0984 |
| 6.02 | 8.0 | 93960 | 5.8050 |
| 5.7684 | 9.0 | 105705 | 5.5697 |
| 5.6202 | 10.0 | 117450 | 5.4783 |
Framework versions
- Transformers 4.26.1
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Apr 27, 2023
- Updated
- Apr 28, 2023