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fake-reviews-distilbert-v3
astrosbd/fake-reviews-distilbert-v3
fake-reviews-distilbert-v3 is a text classification model from astrosbd. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- distilbert
- Access
- Public
- Created
- Nov 13, 2023
- Updated
- Nov 14, 2023
- SHA
- 811ca17b
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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. -->
fake-reviews-distilbert-v3
This model is a fine-tuned version of astrosbd/fake-reviews-distilbert-v3 on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.1744
- eval_accuracy: 0.9749
- eval_runtime: 999.4816
- eval_samples_per_second: 10.113
- eval_steps_per_second: 0.316
- step: 0
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Framework versions
- Transformers 4.32.1
- Pytorch 2.1.0
- Datasets 2.14.6
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- mit
- Created
- Nov 13, 2023
- Updated
- Nov 14, 2023