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--- |
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language: |
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- en |
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- ps |
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license: mit |
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library_name: transformers |
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tags: |
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- mistral |
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- pashto |
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- education |
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- tutoring |
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- multilingual |
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base_model: mistralai/Mistral-7B-Instruct-v0.1 |
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pipeline_tag: text-generation |
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datasets: |
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- tasal9/Pashto-Dataset-Creating-Dataset |
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--- |
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# ZamAI-Mistral-7B-Pashto |
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Fine-tuned Mistral-7B for educational tutoring with Pashto language support |
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## 🌟 Model Overview |
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This model is part of the **ZamAI Pro Models Strategy** - a comprehensive AI platform designed for multilingual applications with specialized focus on Pashto language support. |
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### Key Features |
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- 🧠 **Advanced AI**: Based on mistralai/Mistral-7B-Instruct-v0.1 architecture |
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- 🌐 **Multilingual**: Optimized for Pashto and English |
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- ⚡ **High Performance**: Optimized for production deployment |
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- 🔒 **Secure**: Enterprise-grade security and privacy |
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## 📚 Usage |
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### Basic Usage with Transformers |
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```python |
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from transformers import AutoTokenizer, AutoModel |
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tokenizer = AutoTokenizer.from_pretrained("tasal9/ZamAI-Mistral-7B-Pashto") |
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model = AutoModel.from_pretrained("tasal9/ZamAI-Mistral-7B-Pashto") |
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# Example usage |
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text = "Your input text here" |
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inputs = tokenizer(text, return_tensors="pt") |
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outputs = model(**inputs) |
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``` |
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### Usage with Hugging Face Inference API |
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```python |
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from huggingface_hub import InferenceClient |
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client = InferenceClient(token="your_hf_token") |
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response = client.text_generation( |
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model="tasal9/ZamAI-Mistral-7B-Pashto", |
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prompt="Your prompt here", |
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max_new_tokens=200 |
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) |
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``` |
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## 🔧 Technical Details |
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- **Model Type**: text-generation |
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- **Base Model**: mistralai/Mistral-7B-Instruct-v0.1 |
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- **Languages**: Pashto (ps), English (en) |
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- **License**: MIT |
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- **Training**: Fine-tuned on Pashto educational and cultural content |
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## 🚀 Applications |
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This model powers: |
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- **ZamAI Educational Platform**: Pashto language tutoring |
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- **Business Automation**: Document processing and analysis |
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- **Voice Assistants**: Natural language understanding |
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- **Cultural Preservation**: Supporting Pashto language technology |
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## 📞 Support |
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For support and integration assistance: |
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- 📧 **Email**: [email protected] |
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- 🌐 **Website**: [zamai.ai](https://zamai.ai) |
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- 💬 **Community**: [ZamAI Community](https://community.zamai.ai) |
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## 📄 License |
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Licensed under the MIT License. |
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--- |
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**Part of the ZamAI Pro Models Strategy - Transforming AI for Multilingual Applications** 🌟 |
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*Updated: 2025-07-05 21:29:09 UTC* |
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