Downloads · 30 days
48
6% of all-time downloads
deberta-v3-base-lm
iewaij/deberta-v3-base-lm
deberta-v3-base-lm is a fill-mask model from iewaij. 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
758
Public
Repo size
1.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin738 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- deberta-v2
- Access
- Public
- Created
- Aug 26, 2022
- Updated
- Aug 26, 2022
- SHA
- 645c65ba
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. -->
deberta-v3-base-lm-all
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: 1.0354
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 16
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.3663 | 1.0 | 2388 | 2.2002 |
| 2.1379 | 2.0 | 4776 | 1.8135 |
| 1.8234 | 3.0 | 7164 | 1.6199 |
| 1.623 | 4.0 | 9552 | 1.5031 |
| 1.4936 | 5.0 | 11940 | 1.4027 |
| 1.4034 | 6.0 | 14328 | 1.3346 |
| 1.3214 | 7.0 | 16716 | 1.2927 |
| 1.2618 | 8.0 | 19104 | 1.2377 |
| 1.2113 | 9.0 | 21492 | 1.2043 |
| 1.1595 | 10.0 | 23880 | 1.1843 |
| 1.1082 | 11.0 | 26268 | 1.1174 |
| 1.0712 | 12.0 | 28656 | 1.1071 |
| 1.0468 | 13.0 | 31044 | 1.0723 |
| 1.0209 | 14.0 | 33432 | 1.0741 |
| 0.99 | 15.0 | 35820 | 1.0456 |
| 0.9733 | 16.0 | 38208 | 1.0354 |
Framework versions
- Transformers 4.21.2
- Pytorch 1.12.1+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- deberta-v2
- License
- mit
- Created
- Aug 26, 2022
- Updated
- Aug 26, 2022