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The Georgian Language Model is a pretrained language model specifically designed for understanding and generating text in the Georgian language. It is based on the DistilBERT-base-uncased architecture and has been trained on the MC4 dataset, which consists of a large collection of multilingual web documents.
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Key Features:
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- DistilBERT-base-uncased architecture optimized for performance and efficiency.
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- Trained on the preprocessed Georgian text from MC4 dataset.
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- Supports various natural language processing (NLP) tasks such as text classification, named entity recognition, sentiment analysis, and language generation.
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- Can be fine-tuned on task-specific datasets or used as a feature extractor for transfer learning.
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- Suitable for applications in the Georgian language domain, including chatbots, language understanding, and text generation.
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Please note that the model may have limitations, and it is recommended to evaluate its performance on specific tasks and fine-tune it as needed.
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For more information and code examples, please refer to the README file and documentation available in the model repository at https://huggingface.co/Davit6174/georgian-distilbert-mlm
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