Downloads · 30 days
14
41% of all-time downloads
tiny_bert_rand_20_v1_wnli
Hartunka/tiny_bert_rand_20_v1_wnli
tiny_bert_rand_20_v1_wnli is a text classification model from Hartunka. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
34
Public
Parameters
33M
132 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors132 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Apr 14, 2025
- Updated
- Apr 14, 2025
- SHA
- e71efda4
Try a prompt
Base models
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. -->
tiny_bert_rand_20_v1_wnli
This model is a fine-tuned version of Hartunka/tiny_bert_rand_20_v1 on the GLUE WNLI dataset. It achieves the following results on the evaluation set:
- Loss: 0.7453
- Accuracy: 0.3099
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: 256
- eval_batch_size: 256
- seed: 10
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.7076 | 1.0 | 3 | 0.7453 | 0.3099 |
| 0.6916 | 2.0 | 6 | 0.7565 | 0.2817 |
| 0.6861 | 3.0 | 9 | 0.7788 | 0.2254 |
| 0.6797 | 4.0 | 12 | 0.8008 | 0.1408 |
| 0.6846 | 5.0 | 15 | 0.8252 | 0.1549 |
| 0.6773 | 6.0 | 18 | 0.8489 | 0.1408 |
Framework versions
- Transformers 4.50.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Languages
- en
- Created
- Apr 14, 2025
- Updated
- Apr 14, 2025