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  example_title: "Tool Calling Example"
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  ---
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- # Kirim-1-Math (30B)
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  <div align="center">
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  ## Introduction
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- **Kirim-1-Math** is a 30-billion parameter mathematical reasoning model, representing a major leap in the Kirim model series. As the **first Kirim model with tool calling capabilities**, it combines advanced mathematical problem-solving with the ability to use external tools and execute calculations.
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  ### Key Features
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  | Parameter | Value | Comparison |
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  |-----------|-------|------------|
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- | Parameters | 30B | 2.3× larger than base |
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  | Hidden Size | 5,120 | Enhanced capacity |
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  | Layers | 48 | Deep reasoning |
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  | Attention Heads | 40 | Fine-grained attention |
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  ---
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- ## 🚀 Quick Start
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  ### Installation
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  |-------|------------|---------|--------------|----------|
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  | Kirim-V1-base | 13B | Foundation | ❌ | Research, fine-tuning |
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  | Kirim-V1-7B-Chat | 7B | Conversation | ❌ | Production chatbots |
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- | **Kirim-1-Math** | 30B | Mathematics | ✅ | **Math problems, STEM education** |
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  | Kirim-V2 (coming) | 30B+ | Multimodal | ✅ | Visual reasoning |
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  ---
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  ## Citation
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  ```bibtex
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- @misc{kirim2024math,
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  title={Kirim-1-Math: Advanced Mathematical Reasoning with Tool Calling},
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  author={Kirim AI Research Team},
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  year={2025},
 
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  example_title: "Tool Calling Example"
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  ---
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+ # Kirim-1-Math (16B)
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  <div align="center">
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  ## Introduction
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+ **Kirim-1-Math** is a 16-billion parameter mathematical reasoning model, representing a major leap in the Kirim model series. As the **first Kirim model with tool calling capabilities**, it combines advanced mathematical problem-solving with the ability to use external tools and execute calculations.
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  ### Key Features
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  | Parameter | Value | Comparison |
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  |-----------|-------|------------|
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+ | Parameters | 16B | 2.3× larger than base |
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  | Hidden Size | 5,120 | Enhanced capacity |
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  | Layers | 48 | Deep reasoning |
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  | Attention Heads | 40 | Fine-grained attention |
 
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  ---
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+ ## Quick Start
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  ### Installation
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  |-------|------------|---------|--------------|----------|
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  | Kirim-V1-base | 13B | Foundation | ❌ | Research, fine-tuning |
499
  | Kirim-V1-7B-Chat | 7B | Conversation | ❌ | Production chatbots |
500
+ | **Kirim-1-Math** | 16B | Mathematics | ✅ | **Math problems, STEM education** |
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  | Kirim-V2 (coming) | 30B+ | Multimodal | ✅ | Visual reasoning |
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  ---
 
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  ## Citation
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  ```bibtex
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+ @misc{kirim2025math,
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  title={Kirim-1-Math: Advanced Mathematical Reasoning with Tool Calling},
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  author={Kirim AI Research Team},
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  year={2025},