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## 🧠 Abstract
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This model presents a fine-tuned version of `umt5-small`, specifically adapted for **abstractive summarization** of Turkish-language texts. Leveraging the multilingual capabilities of the original
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Despite its small size
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## 🧠 Abstract
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This model presents a fine-tuned version of `umt5-small`, specifically adapted for **abstractive summarization** of Turkish-language texts. Leveraging the multilingual capabilities of the original umT5 architecture, the model has been trained on a high-quality Turkish summarization dataset containing diverse news articles and their human-written summaries. The goal of this model is to generate coherent, concise, and semantically accurate summaries from long-form Turkish content, making it suitable for real-world applications such as news aggregation, document compression, and information retrieval.
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Despite its small size the model demonstrates strong performance across standard evaluation metrics including **ROUGE** and **METEOR**, achieving results within the commonly accepted thresholds for Turkish-language summarization tasks. It strikes a practical balance between efficiency and quality, making it ideal for use in resource-constrained environments.
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