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--- |
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language: |
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- ar |
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- en |
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base_model: |
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- ALLaM-AI/ALLaM-7B-Instruct-preview |
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pipeline_tag: text-generation |
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library_name: transformers |
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license: apache-2.0 |
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extra_gated_prompt: > |
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By requesting access, you confirm that you will use this model responsibly and in accordance with Navid’s licensing and usage policies. |
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You also agree not to use this model to conduct experiments that cause harm to human subjects. |
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extra_gated_fields: |
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Full Name: text |
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Phone Number (Optional — enter "N/A" if you prefer not to share): text |
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Company/Institution: text |
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Job Title: text |
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Country: country |
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City: text |
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Industry: |
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type: select |
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options: |
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- Government / Public Sector |
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- Legal / Compliance |
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- Healthcare |
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- Finance / Banking |
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- Insurance |
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- Education / Research |
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- Technology / Software |
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- Telecommunications |
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- Energy / Utilities |
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- Oil & Gas |
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- Retail / E-commerce |
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- Manufacturing / Industrial |
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- Transportation / Logistics |
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- Media / Marketing |
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- Non-profit / NGO |
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- Consulting |
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- label: Other |
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value: other |
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Purpose for Download: text |
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I acknowledge and agree that I will not use this model for any commercial purpose without obtaining prior written permission from Navid: |
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type: checkbox |
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I have read and agree to the Navid License Terms associated with this model: |
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type: checkbox |
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Privacy Notice: |
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type: select |
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options: |
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- "I understand that these details will not be shared with third parties." |
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--- |
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# Yehia: A Simple (nice to talk to) Arabic Model |
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<center> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6116d0584ef9fdfbf45dc4d9/1OUwFm2hWBAHLCVvh2JkG.png" width="75%"> |
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</center> |
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## 🤔 What is Yehia? |
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Yehia is a 7-billion-parameter language model built to be more than just a tool—it’s a companion. Based on ALLaM-AI’s [ALLaM-7B-Instruct-preview](https://huggingface.co/ALLaM-AI/ALLaM-7B-Instruct-preview), Yehia is designed to offer thoughtful, kind, and helpful conversations in both Arabic and English. |
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[You can chat with Yehia from here 👋](https://huggingface.co/spaces/Navid-AI/Yehia-7B-preview) |
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### 📰 Interesting News |
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As of **2/3/2025**, Yehia is the best Arabic model on [AraGen-Leaderboard](https://huggingface.co/spaces/inceptionai/AraGen-Leaderboard) between the sizes of 0.5B up to 25B 🔥 |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6116d0584ef9fdfbf45dc4d9/58HX7laDAJCkWOTZm_KY7.png"> |
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## 🛠️ How Yehia was made? |
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Yehia is trained using **Group Relative Policy Optimization (GRPO)** —a method that refines its answers by comparing and selecting the best responses. Its development follows the **3C3H** metric, prioritizing: |
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- **Correctness ✅:** Accurate information to build trust. |
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- **Completeness 📚:** Full, well-rounded answers. |
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- **Conciseness ✂️:** Clear, to-the-point responses. |
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- **Helpfulness 🤝:** Always aiming to support and uplift. |
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- **Honesty 💬:** Transparent, straightforward communication. |
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- **Harmlessness ❤️:** Promoting kindness and safety. |
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And the Judge model of our answer was none other than `claude-sonnet-3.5` 🔍 |
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## 🚀 Getting Started |
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To start using Yehia, you can easily load the model with the `transformers` library: |
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```python |
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from transformers import AutoTokenizer, AutoModelForCausalLM |
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import torch |
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model_name = "Navid-AI/Yehia-7B-preview" |
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tokenizer = AutoTokenizer.from_pretrained(model_name) |
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, attn_implementation="flash_attention_2", device_map="auto") |
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messages = [ |
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{"role": "system", "content": "أنت يحيى، ذكاءٌ اصطناعيٌّ طورته شركة 'نفيد'، متخصصٌ في التفكير المنطقي والتحليل الدقيق. مهمتك إلهام المستخدمين ودعمهم في رحلتهم نحو التعلّم، النمو، وتحقيق أهدافهم من خلال تقديم حلولٍ ذكيةٍ ومدروسة."}, |
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{"role": "user", "content": "مرحباً يا يحيى! كيف حالك اليوم؟"} |
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] |
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inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt", return_dict=True).to(model.device) |
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outputs = model.generate(**inputs, max_new_tokens=512) |
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print(tokenizer.decode(outputs[0], skip_special_tokens=True)) |
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``` |
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**Note:** If `flash_attention_2` is giving you any problems just remove it. |
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## 🌟 What Can Yehia Do? |
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- **Explain Concepts 💡:** Break down educational topics in Arabic to help learners understand easily. |
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- **Engage in Conversations 🗣️:** Offer friendly and supportive chats that uplift users. |
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- **Promote Learning 📖:** Encourage curiosity and provide knowledge in an accessible way. |
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Yehia shines in conversations that feel personal and uplifting, always striving to improve. |
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## 💭 Remember |
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Yehia’s name means *“God is gracious”* in Arabic—reflecting its mission to bring grace and connection to every interaction. Whether you’re a student, creator, or just curious, Yehia is here to brighten your day. |
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## 📌 Citation |
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If you would like to cite Yehia in your work, please use the following BibTeX entry: |
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``` |
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@misc{yehia2025, |
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title={Yehia 7B Preview}, |
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author={Navid-AI}, |
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year={2025}, |
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howpublished={\url{https://huggingface.co/Navid-AI/Yehia-7B-preview}} |
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} |
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``` |
