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README.md
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## Merge Details
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SmartLlama-3-Ko-8B is a sophisticated AI model that integrates the capabilities of several advanced language models. This merged model is designed to excel in a variety of tasks ranging from technical problem-solving to multilingual communication.
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### 1. NousResearch/Meta-Llama-3-8B and Meta-Llama-3-8B-Instruct
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- **General Language Understanding and Instruction-Following**: These base models provide a robust foundation in general language understanding. The instruct version is optimized to follow detailed user instructions, enhancing the model's utility in task-oriented dialogues.
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### 5. beomi/Llama-3-Open-Ko-8B-Instruct-preview
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- **Enhanced Korean Language Capabilities**: Specifically trained to understand and generate Korean, valuable for bilingual or multilingual applications targeting Korean-speaking audiences.
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- **Balanced Integration**: The DARE TIES method ensures that each component model contributes its strengths in a balanced manner, maintaining a high level of performance across all integrated capabilities.
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SmartLlama-3-Ko-8B is highly capable and versatile, suitable for:
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- **Technical and Academic Applications**: Enhanced capabilities in math, coding, and technical writing.
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## Merge Details
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### Introduction
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SmartLlama-3-Ko-8B is a sophisticated AI model that integrates the capabilities of several advanced language models. This merged model is designed to excel in a variety of tasks ranging from technical problem-solving to multilingual communication.
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### Component Models and Contributions
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### 1. NousResearch/Meta-Llama-3-8B and Meta-Llama-3-8B-Instruct
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- **General Language Understanding and Instruction-Following**: These base models provide a robust foundation in general language understanding. The instruct version is optimized to follow detailed user instructions, enhancing the model's utility in task-oriented dialogues.
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### 5. beomi/Llama-3-Open-Ko-8B-Instruct-preview
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- **Enhanced Korean Language Capabilities**: Specifically trained to understand and generate Korean, valuable for bilingual or multilingual applications targeting Korean-speaking audiences.
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### Merging Technique: DARE TIES
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- **Balanced Integration**: The DARE TIES method ensures that each component model contributes its strengths in a balanced manner, maintaining a high level of performance across all integrated capabilities.
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### Overall Capabilities
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SmartLlama-3-Ko-8B is highly capable and versatile, suitable for:
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- **Technical and Academic Applications**: Enhanced capabilities in math, coding, and technical writing.
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