Downloads · 30 days
7
21% of all-time downloads
bert-nlp-project-imdb
jestemleon/bert-nlp-project-imdb
bert-nlp-project-imdb is a fill-mask model from jestemleon. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
33
Public
Repo size
3.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin438 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Dec 3, 2022
- Updated
- Dec 18, 2022
- SHA
- 02ef426e
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. -->
bert-nlp-project-imdb
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.7986
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: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.1745 | 0.37 | 453 | 2.9488 |
| 3.0364 | 0.75 | 906 | 2.9024 |
| 2.9915 | 1.12 | 1359 | 2.8552 |
| 2.9427 | 1.5 | 1812 | 2.8371 |
| 2.9247 | 1.87 | 2265 | 2.8125 |
| 2.902 | 2.25 | 2718 | 2.7948 |
| 2.8997 | 2.62 | 3171 | 2.8013 |
| 2.8914 | 3.0 | 3624 | 2.8113 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.7.1
- Tokenizers 0.13.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Dec 3, 2022
- Updated
- Dec 18, 2022