94 lines
2.3 KiB
Markdown
94 lines
2.3 KiB
Markdown
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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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- bloom
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- pashto
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- lightweight
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- language-model
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base_model: bigscience/bloomz-560m
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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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# pashto-base-bloom
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BLOOM-based model fine-tuned for Pashto language tasks
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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 bigscience/bloomz-560m 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/pashto-base-bloom")
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model = AutoModel.from_pretrained("tasal9/pashto-base-bloom")
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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/pashto-base-bloom",
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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**: bigscience/bloomz-560m
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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**: support@zamai.dev
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- 🌐 **Website**: [zamai.dev](https://zamai.dev)
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- 💬 **Community**: [ZamAI Community](https://zamai.dev)
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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 21:29:16 UTC*
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