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README.md
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---
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# ArkAiLab
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ArkAiLab is an AI research and engineering lab focused on machine learning systems, dataset development, and model optimization.
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ArkAiLab is **owned and operated by ArkDevLabs** and functions as a dedicated research and distribution unit within the ArkDevLabs ecosystem.
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---
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## Focus Areas
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ArkAiLab works on applied and experimental areas of artificial intelligence, including:
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- Machine learning and deep learning research
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- Dataset creation, curation, and evaluation
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- Model optimization and inference efficiency
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- Quantization and deployment-oriented workflows
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- Multimodal and generative AI systems
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Public releases are published selectively as projects reach release readiness.
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---
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## Open4Bit Initiative
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**Open4Bit** is a project operated under ArkAiLab.
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Open4Bit focuses on the **distribution of optimized and quantized AI models** designed for efficient inference across a wide range of hardware configurations.
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Supported formats and workflows include:
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- GGUF
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- INT8, NF4, FP16, FP8, and related quantization formats
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- Inference-ready model variants for open-source runtimes
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Open4Bit aims to improve accessibility and usability of large models through practical optimization.
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---
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## Organizational Structure
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- **Parent Organization:** ArkDevLabs
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- **AI Research Lab:** ArkAiLab
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- **Model Optimization Project:** Open4Bit
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ArkAiLab does not claim affiliation with any similarly named organizations, repositories, or domains unless explicitly stated.
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---
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## Official Links
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Only the links listed below should be considered official.
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- **Website:** Under Development
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- **Parent Organization:** https://arkdevlabs.com
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- **GitHub:** https://github.com/ArkAiLab-Adl
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- **Discord:** https://discord.gg/mwdrgYbzuG
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---
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## Status
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ArkAiLab is under active development.
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Datasets, models, and research outputs will be published as projects reach appropriate quality and stability standards.
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