Downloads · 30 days
4
15% of all-time downloads
tuned_test_trainer-bert-base-uncased
Mrredborne/tuned_test_trainer-bert-base-uncased
tuned_test_trainer-bert-base-uncased is a text classification model from Mrredborne. 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
26
Public
Parameters
109M
4.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors438 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Nov 6, 2023
- Updated
- Nov 8, 2023
- SHA
- 1ee54e60
Try a prompt
Base models
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. -->
tuned_test_trainer-bert-base-uncased
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6222
- Rmse: 0.6675
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rmse |
|---|---|---|---|---|
| 0.7021 | 1.0 | 500 | 0.6222 | 0.6675 |
| 0.5461 | 2.0 | 1000 | 0.6305 | 0.6961 |
| 0.353 | 3.0 | 1500 | 0.7307 | 0.6629 |
| 0.2014 | 4.0 | 2000 | 1.0055 | 0.6753 |
| 0.1106 | 5.0 | 2500 | 1.2976 | 0.6837 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Nov 6, 2023
- Updated
- Nov 8, 2023