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README.md
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example_title: "Tool Calling Example"
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# Kirim-1-Math (
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<div align="center">
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## Introduction
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**Kirim-1-Math** is a
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### Key Features
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| Parameter | Value | Comparison |
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| Parameters |
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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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### Installation
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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** |
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| Kirim-V2 (coming) | 30B+ | Multimodal | ✅ | Visual reasoning |
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## Citation
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```bibtex
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@misc{
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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 |
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| Kirim-V1-7B-Chat | 7B | Conversation | ❌ | Production chatbots |
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| **Kirim-1-Math** | 16B | Mathematics | ✅ | **Math problems, STEM education** |
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| Kirim-V2 (coming) | 30B+ | Multimodal | ✅ | Visual reasoning |
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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},
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