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  ---
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  language:
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- - ko
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  - en
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- license: apache-2.0
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  tags:
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- - novastream
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- - gguf
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- - text-generation
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  ---
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- # NovaStream-0.8B-KorEng
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- ## Model Summary
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- NovaStream-0.8B-KorEng is a lightweight, efficient language model optimized for Korean and English bilingual tasks. It is provided in GGUF format for easy deployment on consumer hardware.
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- ## Architecture Details
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- - **Architecture**: novastream
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- - **Parameters**: ~0.8B (654M active)
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- - **Layers (Depth)**: 24
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- - **Hidden Dimension**: 1536
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- - **Feed-Forward Dimension**: 4608
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- - **Vocab Size**: 65,536
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## Training Data
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- This model was trained on a mixture of high-quality Korean and English datasets, including:
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- - **Korean**: `sharegpt-korean`, `AdvBench-Korean`, `Chatbot_data_for_Korean_v1.0`, `mrtydi-v1.1-korean-fixed`
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- - **English**: `oasst2`, `Bitext-customer-support-llm-chatbot-training-dataset`
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## Usage Instructions
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- You can use this GGUF model with [llama.cpp](https://github.com/ggerganov/llama.cpp) or other compatible runners.
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- ### Using with llama.cpp:
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- ```bash
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- ./llama-cli -m NovaStream-0.8B-KorEng.gguf -p "User: μ•ˆλ…•ν•˜μ„Έμš”!\nAssistant:" -n 128
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- ```
 
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  ---
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  language:
 
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  - en
 
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  tags:
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+ - ai
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+ - platform
 
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  ---
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+ # ISAI.KR
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+ > Intelligent Solutions with AI
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+ > Practical Artificial Intelligence Service Platform
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+ ---
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+
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+ ## πŸ“Œ About
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+
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+ **ISAI.KR** is a platform dedicated to applying artificial intelligence technology to real-world services and businesses.
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+ We provide complex AI technologies in an easy-to-understand format, designed for immediate use by individuals and enterprises.
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+
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+ Our core direction is to transform AI from mere information into an actionable tool.
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+
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+ ---
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+
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+ ## πŸš€ Vision
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+
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+ - Build AI services accessible to everyone
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+ - Provide practical, business-focused AI automation solutions
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+ - Design scalable, API-based architectures
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+ - Develop sustainable AI business models
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+
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+ ---
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+
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+ ## πŸ›  Core Areas
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+
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+ ### 1. AI Automation
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+ Designing solutions for workflow automation, minimizing repetitive tasks, and enhancing productivity.
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+
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+ ### 2. AI API Integration
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+ Supporting the integration and commercialization of various AI models.
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+
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+ ### 3. AI Content & Media
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+ Creating and utilizing AI-generated content based on text, voice, and images.
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+
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+ ### 4. AI Business Strategy
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+ Designing revenue structures and platform planning leveraging AI.
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+
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+ ---
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+ ## πŸ”— Family Sites & Services
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+
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+ Various AI services and IT project family sites operated alongside ISAI.KR.
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+
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+ - **[ISAI](https://isai.kr/)** : A comprehensive AI portal for practical artificial intelligence services.
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+ - **[Stode](https://stode.isai.kr/)** : An AI discussion platform for debating various topics with AI.
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+ - **[OMAP](https://omap.isai.kr/)** : A metaverse real estate platform in virtual space.
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+ - **[ollapp](https://ollapp.isai.kr/)** : An app store to discover useful applications.
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+ - **[Addly](https://addly.isai.kr/)** : A banner ad marketing platform for efficient targeting.
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+ - **[blogig](https://blog.099.kr/)** : A custom blog platform to personalize your own space.
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+ - **[logig](https://logig.im/)** : A forum-based revenue generation platform.
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+ - **[AI Magician](https://099.kr/)** : A free AI image generation service that anyone can easily use.
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+ - **[99s](https://99s.kr/)** : A humor community to add joy to your daily life.
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+ - **[Global Stock Forum](https://199.kr/)** : An overseas stock community sharing global market information.
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+ - **[AI Archive](https://archi.veai.workers.dev/)** : A website archive preserving vast amounts of web information and records.
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+ - **[wikiwi](https://www.wikiwi.workers.dev/)** : A wiki site built through collective intelligence.
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+ - **[wwwiki](https://www.wwwiki.workers.dev/)** : A Korean wiki site with enhanced information accessibility.
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+ - **[Oduck](https://oduc.kr/)** : An AI streamer platform featuring new forms of broadcasting.
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+ - **[lai](https://lai.oduc.kr/)** : An AI character chat platform.
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+
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+ ---
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+
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+ ## 🎯 Target
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+
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+ - Startups looking to build AI-based services
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+ - Small and medium-sized enterprises (SMEs) wanting to adopt automation
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+ - Independent developers preparing AI side projects
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+ - Planners for AI-based online businesses
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+
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+ ---
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+
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+ ## 🌐 Philosophy
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+
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+ Technology can be complex, but the user experience must be simple.
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+ ISAI.KR pursues user-centric AI design rather than technology-centric approaches.
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+
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+ ---
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+
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+ ## πŸ“¬ Contact
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+
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+ - Website: https://isai.kr
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+ - Email: a@099.kr
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+
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+ ---
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+ ## πŸ“„ License
 
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+ Β© ISAI.KR. All rights reserved.