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tweet-toxicity-classifier
ogtega/tweet-toxicity-classifier
tweet-toxicity-classifier is a machine learning model from ogtega. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for tf-keras. The card lists the license as apache-2.0.
probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- tf-keras
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Apr 22, 2023
- Updated
- Apr 27, 2023
- SHA
- 380ad51f
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
ogtega/tweet-toxicity-classifier
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.1537
- Epoch: 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:
- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 3e-05, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Epoch |
|---|---|
| 0.1537 | 0 |
Framework versions
- Transformers 4.28.1
- TensorFlow 2.11.0
- Datasets 2.11.0
- Tokenizers 0.13.3
- Library
- tf-keras
- Type
- distilbert
- License
- apache-2.0
- Created
- Apr 22, 2023
- Updated
- Apr 27, 2023