Downloads · 30 days
4
18% of all-time downloads
distilbert-base-uncased-finetuned-adl_hw1
fixhd/distilbert-base-uncased-finetuned-adl_hw1
distilbert-base-uncased-finetuned-adl_hw1 is a text classification model from fixhd. 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
22
Public
Parameters
67.1M
5.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Oct 7, 2024
- Updated
- Oct 7, 2024
- SHA
- fc70a69d
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. -->
distilbert-base-uncased-finetuned-adl_hw1
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: 0.1826
- Accuracy: 0.0003
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 4.2106 | 1.0 | 938 | 1.5655 | 0.0 |
| 1.0032 | 2.0 | 1876 | 0.3961 | 0.0 |
| 0.1942 | 3.0 | 2814 | 0.2054 | 0.0 |
| 0.0613 | 4.0 | 3752 | 0.1826 | 0.0003 |
| 0.0282 | 5.0 | 4690 | 0.1851 | 0.0 |
| 0.0179 | 6.0 | 5628 | 0.1978 | 0.0 |
| 0.0127 | 7.0 | 6566 | 0.1968 | 0.0 |
| 0.0064 | 8.0 | 7504 | 0.1979 | 0.0 |
| 0.0082 | 9.0 | 8442 | 0.2009 | 0.0 |
| 0.0066 | 10.0 | 9380 | 0.2029 | 0.0 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Oct 7, 2024
- Updated
- Oct 7, 2024