Downloads · 30 days
7
29% of all-time downloads
distilbert-base-uncased-finetuned-cola
IsaakChu/distilbert-base-uncased-finetuned-cola
distilbert-base-uncased-finetuned-cola is a machine learning model from IsaakChu. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
24
Public
Parameters
67M
16.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt10.7 GB · 65%
At a glance
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Aug 17, 2024
- Updated
- Aug 17, 2024
- SHA
- 1a0c93de
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. -->
distilbert-base-uncased-finetuned-cola
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0949
- Matthews Correlation: 0.5222
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: 9.640871494419937e-06
- train_batch_size: 4
- eval_batch_size: 16
- seed: 8
- 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 | Matthews Correlation |
|---|---|---|---|---|
| 0.5382 | 1.0 | 2138 | 0.5065 | 0.4539 |
| 0.5225 | 2.0 | 4276 | 0.7784 | 0.4731 |
| 0.3999 | 3.0 | 6414 | 0.8716 | 0.5052 |
| 0.2923 | 4.0 | 8552 | 1.0318 | 0.5363 |
| 0.2003 | 5.0 | 10690 | 1.0949 | 0.5222 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- distilbert
- License
- apache-2.0
- Created
- Aug 17, 2024
- Updated
- Aug 17, 2024