Downloads · 30 days
2
8% of all-time downloads
finetuning-sentiment-model
lourdesLB/finetuning-sentiment-model
finetuning-sentiment-model is a text classification model from lourdesLB. 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.
This model is a fine-tuned version of distilbert-base-uncased on googlereviews dataset. It achieves the following results on the evaluation set: - Loss: 0.15 - Accuracy: 0.96 - F1: 0.96
All-time downloads
24
Public
Repo size
1.6 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- May 18, 2023
- SHA
- bbd69f0d
Try a prompt
Model card
From the Hugging Face model README
finetuning-sentiment-model-ie
This model is a fine-tuned version of distilbert-base-uncased on google_reviews dataset. It achieves the following results on the evaluation set:
- Loss: 0.15
- Accuracy: 0.96
- F1: 0.96
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
- weight_decay: 0.01
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Mar 4, 2023
- Updated
- May 18, 2023