Downloads · 30 days
38
6% of all-time downloads
recipe-roberta-upper-Is
paola-md/recipe-roberta-upper-Is
recipe-roberta-upper-Is is a fill-mask model from paola-md. 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
618
Public
Repo size
25.4 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
- Jul 11, 2022
- Updated
- Jul 11, 2022
- SHA
- e85b20ce
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. -->
recipe-roberta-upper-Is
This model is a fine-tuned version of roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7757
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: 256
- eval_batch_size: 256
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2455 | 1.0 | 1228 | 1.0420 |
| 1.0812 | 2.0 | 2456 | 0.9641 |
| 1.018 | 3.0 | 3684 | 0.9220 |
| 0.977 | 4.0 | 4912 | 0.8943 |
| 0.9451 | 5.0 | 6140 | 0.8726 |
| 0.9254 | 6.0 | 7368 | 0.8574 |
| 0.9074 | 7.0 | 8596 | 0.8404 |
| 0.8944 | 8.0 | 9824 | 0.8290 |
| 0.8797 | 9.0 | 11052 | 0.8258 |
| 0.869 | 10.0 | 12280 | 0.8115 |
| 0.8609 | 11.0 | 13508 | 0.8085 |
| 0.8522 | 12.0 | 14736 | 0.7995 |
| 0.8462 | 13.0 | 15964 | 0.7958 |
| 0.8414 | 14.0 | 17192 | 0.7891 |
| 0.8374 | 15.0 | 18420 | 0.7856 |
| 0.8327 | 16.0 | 19648 | 0.7850 |
| 0.8268 | 17.0 | 20876 | 0.7784 |
| 0.8256 | 18.0 | 22104 | 0.7802 |
| 0.822 | 19.0 | 23332 | 0.7789 |
| 0.8219 | 20.0 | 24560 | 0.7757 |
Framework versions
- Transformers 4.19.0.dev0
- Pytorch 1.11.0+cu102
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Jul 11, 2022
- Updated
- Jul 11, 2022