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rutoxicity-classification
smirnovda/rutoxicity-classification
rutoxicity-classification is a machine learning model from smirnovda. 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 transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Apr 17, 2022
- Updated
- Apr 17, 2022
- SHA
- 7307bf77
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. -->
rutoxicity-classification
This model is a fine-tuned version of DeepPavlov/rubert-base-cased on the Russian Language Toxic Comments dataset. It achieves the following results on the evaluation set:
- Loss: 0.2747
- Acc: 0.9255
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: 0.0001
- 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: 6
Training results
Framework versions
- Transformers 4.17.0
- Pytorch 1.10.0+cu111
- Datasets 2.1.0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- bert
- Created
- Apr 17, 2022
- Updated
- Apr 17, 2022