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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ base_model:
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+ - deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
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+ pipeline_tag: text-generation
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+ tags:
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+ - huamn
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+ - mobility
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+ - traffic
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+ ---
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+ # Human Mobility Inference Model
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+
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+ ## Overview
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+ This project presents a fine-tuned model based on **Deepseel-R1-Distill-Qwen-1.5B**, designed for **human mobility inference**. The model is continuously evolving to enhance its accuracy and robustness in mobility pattern recognition and prediction.
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+
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+ ## Model Description
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+ - **Base Model**: Deepseel-R1-Distill-Qwen-1.5B
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+ - **Objective**: Fine-tuned for **human mobility inference**
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+ - **Status**: The model is **under active development** with ongoing updates and improvements.
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+
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+ ## Features
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+ - **Fine-tuned on human mobility data** to infer movement patterns and trends.
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+ - **Optimized for efficiency and scalability**, leveraging a distilled version of Qwen-1.5B.
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+ - **Adaptable for real-world applications** such as urban planning, transportation analytics, and smart city research.
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+
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+ ## Updates & Future Plans
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+ - Enhancing model performance with more **context-aware fine-tuning**.
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+ - Improving inference speed and **memory efficiency**.
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+ - Expanding training datasets for better **generalization** across different mobility environments.
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+
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+ ## Usage
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+ The model is currently in development, and detailed usage instructions will be provided in future updates.
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+
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+ ## Contribution
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+ If you're interested in contributing or providing feedback, feel free to reach out or submit issues. Your input is valuable in refining the model for better performance.
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+
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+ ## License
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+ The licensing details will be provided upon the model's official release.
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+
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+ ---
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+ Stay tuned for updates as the model continues to evolve!