Create README.md

README.md

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+---
+license: apache-2.0
+language:
+- en
+- it
+base_model:
+- mistralai/Magistral-Small-2506
+pipeline_tag: text-generation
+library_name: transformers
+tags:
+- ita
+- italian
+- anita
+- magistral
+- 24b
+- uniba
+- bari
+- italy
+- italia
+- Conversational
+- LLaMantino
+---
+
+<img src="https://huggingface.co/m-polignano/ANITA-NEXT-24B-Magistral-2506-ITA/resolve/main/Anita-Next_full.png" alt="anita_next" border="0" width="600px">
+<hr>
+<!--<img src="https://i.ibb.co/6mHSRm3/llamantino53.jpg" width="200"/>-->
+<h3><i>"Built on <b>mistral/Magistral-Small-2506</b>"</i></i></h3>
+<p style="text-align:justify;"><b>ANITA-NEXT-24B-Magistral-2506-ITA</b> is a <b>Thinking Model</b> of the <a href="https://arxiv.org/abs/2405.07101"><b>ANITA</b></a> - <i>Large Language Models family</i>.
+The model is a fine-tuned version of <a href="https://huggingface.co/mistralai/Magistral-Small-2506"><b>Magistral-Small-2506</b></a> (a fine-tuned <b>Mistral model</b>).
+This model version aims to be the a <b>Multilingual Model</b> 🏁  (EN 🇺🇸 + ITA🇮🇹) to further fine-tuning on Specific Tasks in Italian.</p>
+
+❗❗❗Use at your own risk. The model may generate hallucinations, incorrect, invented, offensive, unethical or dangerous responses. We are not responsible for any dangerous/offensive/criminal use. The model is release for research only purposes.❗❗❗
+
+
+The 🌟**ANITA project**🌟 *(**A**dvanced **N**atural-based interaction for the **ITA**lian language)*
+wants to provide Italian NLP researchers with an improved model for the Italian Language 🇮🇹 use cases.
+
+The **NEXT** family includes **four models**:
+- m-polignano/ANITA-NEXT-24B-Magistral-2506-ITA - **General Purpose**
+- m-polignano/ANITA-NEXT-24B-Dolphin-Mistral-UNCENSORED-ITA - **Uncensored**
+- m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA - **Vision-Language**
+- m-polignano/ANITA-NEXT-20B-GPT-OSS-ITA - **Agentic Ready**
+
+<hr>
+
+**Full Model**: [m-polignano/ANITA-NEXT-24B-Magistral-2506-ITA](https://huggingface.co/m-polignano/ANITA-NEXT-24B-Magistral-2506-ITA)
+
+<hr>
+
+<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/made with unsloth.png" width="200px" align="center" />
+
+For *OLLAMA Inference* follow the [Unsloth Documentation](https://docs.unsloth.ai/basics/running-and-saving-models/saving-to-ollama).
+
+<hr>
+
+  
+## Citation instructions
+```bibtex
+@misc{polignano2024advanced,
+      title={Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA}, 
+      author={Marco Polignano and Pierpaolo Basile and Giovanni Semeraro},
+      year={2024},
+      eprint={2405.07101},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+```bibtex
+@article{rastogi2025magistral,
+  title={Magistral},
+  author={Rastogi, Abhinav and Jiang, Albert Q and Lo, Andy and Berrada, Gabrielle and Lample, Guillaume and Rute, Jason and Barmentlo, Joep and Yadav, Karmesh and Khandelwal, Kartik and Chandu, Khyathi Raghavi and others},
+  journal={arXiv preprint arXiv:2506.10910},
+  year={2025}
+}
+```