Downloads · 30 days
6
19% of all-time downloads
distilbert-base-uncased-finetuned-imdb
sabby/distilbert-base-uncased-finetuned-imdb
distilbert-base-uncased-finetuned-imdb is a fill-mask model from sabby. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
31
Public
Repo size
1.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin268 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Feb 12, 2023
- Updated
- Feb 12, 2023
- SHA
- 6bef93d5
Try a prompt
Datasets
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. -->
distilbert-base-uncased-finetuned-imdb
This model was trained from scratch on the imdb dataset. It achieves the following results on the evaluation set:
- Loss: 2.3679
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.7072 | 1.0 | 157 | 2.4852 |
| 2.573 | 2.0 | 314 | 2.4151 |
| 2.5113 | 3.0 | 471 | 2.4185 |
| 2.4979 | 4.0 | 628 | 2.3714 |
| 2.4843 | 5.0 | 785 | 2.4271 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- Created
- Feb 12, 2023
- Updated
- Feb 12, 2023