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license: cc-by-4.0
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license: cc-by-4.0
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# Czech Language Electra Small Model
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This repository hosts the Czech Language Electra Small Model, a language model trained on 10GB of text data. The model is based on the Electra architecture, with the primary intent of understanding and generating Czech text. It is useful for various NLP tasks such as text generation, translation, text classification, sentiment analysis, and more.
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## Model Information
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- **Architecture**: Electra Small
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- **Training data size**: 10 GB
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- **Vocabulary size**: 30,522
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The training procedure was conducted according to the recommendations provided by Google for the Electra architecture.
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## Usage
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This model can be easily loaded with transformers library in Python and utilized for different purposes including but not limited to text generation, machine translation, named entity recognition, sentiment analysis etc. The model can be fine-tuned on a specific task for better results.
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## Disclaimer
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While this model strives to provide accurate Czech language understanding and generation, it is not perfect. Please take this into account when using it for your applications.
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## Contributions
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Contributions to improve this model are welcome. Please feel free to create issues or pull requests.
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## Acknowledgements
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We want to acknowledge the creators of the Electra architecture and the team at Google for their extensive research and contributions to the field of NLP.
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## License
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This model is available under the terms of the cc-by-4.0 license.
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