Downloads · 30 days
1
2% of all-time downloads
bert-base-uncases-forprof2
joeynix/bert-base-uncases-forprof2
bert-base-uncases-forprof2 is a text classification model from joeynix. Use it when you need a label for a piece of text. 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
41
Public
Repo size
1.3 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin438 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Jan 13, 2023
- Updated
- Jan 13, 2023
- SHA
- 5bef7b90
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-base-uncases-forprof2
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: 0.1248
- Accuracy: 0.978
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: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2665 | 1.0 | 125 | 0.1724 | 0.956 |
| 0.0967 | 2.0 | 250 | 0.1248 | 0.978 |
| 0.0207 | 3.0 | 375 | 0.1533 | 0.97 |
| 0.008 | 4.0 | 500 | 0.1575 | 0.966 |
| 0.0086 | 5.0 | 625 | 0.1498 | 0.976 |
| 0.0084 | 6.0 | 750 | 0.1671 | 0.976 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jan 13, 2023
- Updated
- Jan 13, 2023