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Anita

DeepMount00

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Italian_NER_XXL

DeepMount00

**💡 Found this resource helpful?** Creating and maintaining open source AI models and datasets requires significant computational resources. If this work has been valuable to you, consider supporting my research to help me continue building tools that benefit the entire AI community. Every contribution directly funds more open source innovation! ☕ This is the initial release of our artificial intelligence model on Hugging Face. It is important to note that this version is just the beginning; the model will be constantly improved over time. **Currently, the model boasts an accuracy of 79%, but we plan to increase this regularly through monthly updates.** We are proud to announce that our model is currently the only one in Italy capable of identifying a wide range of **52** different categories. This capability distinctly sets it apart from other models available in the Italian landscape, offering an unprecedented level of versatility and breadth in entity recognition.

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**💡 Found this resource helpful?** Creating and maintaining open source AI models and datasets requires significant computational resources. If this work has been valuable to you, consider supporting my research to help me continue building tools that benefit the entire AI community. Every contribution directly funds more open source innovation! ☕ Welcome to the second generation of our state-of-the-art Named Entity Recognition model for Italian text. Building on the success of our previous version, Italian_NER_XXL_v2 delivers significantly enhanced performance with an **accuracy of 87.5%** and **F1 score of 89.2%** - an improvement of over 8 percentage points from my previous model. Italian_NER_XXL_v2 remains the only model in Italy capable of identifying a comprehensive range of **52** different entity categories, maintaining our unique position in the Italian NLP landscape. This unparalleled breadth of entity recognition makes our model the premier choice for privacy, legal, and financial applications.

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Llama-3-8b-Ita

DeepMount00

**💡 Found this resource helpful?** Creating and maintaining open source AI models and datasets requires significant computational resources. If this work has been valuable to you, consider supporting my research to help me continue building tools that benefit the entire AI community. Every contribution directly funds more open source innovation! ☕ For a detailed comparison of model performance, check out the Leaderboard for Italian Language Models.

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