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distilroberta-base-finetuned-condition-classifier
BanUrsus/distilroberta-base-finetuned-condition-classifier
distilroberta-base-finetuned-condition-classifier is a text classification model from BanUrsus. 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.
1. Model Details 2. Training Details 3. Evaluation 4. How To Get Started With the Model
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Dec 17, 2023
- Updated
- Dec 17, 2023
- SHA
- 1e25187a
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Model card
From the Hugging Face model README
DistilRoBERTa base fintuned condition classifier
Table of Contents
Model Details
Model Description
This model is fine-tuned for a condition classification version of the DistilRoBERTa-base model. This model is case-sensitive: it makes a difference between english and English.
- Fine-tuned by: Ban Ursus
- Model type: Transformer-based language model
- Language(s) (NLP): English
- License: Apache 2.0
- Related Models: DistilRoBERTa-base model
- Resources for more information:
Training Details
This model was fine-tuned 5 epochs using Drug Review Dataset. Therefore, you can improve the accuracy of this model just by training more.
Evaluation
Validation results:
| Accuracy | F1 score |
|---|---|
| 0.63 | 0.58 |
Note: Rounded to 2 decimal places
How to Get Started With the Model
Follow the Section 2 Try it out! of the GitHub Repository.
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Languages
- en
- Created
- Dec 17, 2023
- Updated
- Dec 17, 2023