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MGTDetectionModel
huyen89/MGTDetectionModel
MGTDetectionModel is a text classification model from huyen89. Use it when you need a label for a piece of text. It is set up for transformers.
This modelcard aims to be a base template for new models. It has been generated using this raw template.
All-time downloads
773
Public
Repo size
536 MB
Likes
2
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Jul 4, 2023
- Updated
- Sep 15, 2023
- SHA
- 9369a279
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Model card
From the Hugging Face model README
Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->This modelcard aims to be a base template for new models. It has been generated using this raw template.
Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->This model is used for detecting Machine-generated Texts.
Training Details
Training Data
<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->This model trains on a corpus of both human and StableLM-generated answers for questions from SQuAD1 dataset. The dataset can be found here.
Training Procedure
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->This model is created by fine-tuning Distilbert-base-uncased model. The training procedure follows He et al.'s instructions.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Jul 4, 2023
- Updated
- Sep 15, 2023