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