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| title: README | |
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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. | |
| --- | |
| ## 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. | |
| --- | |
| ## 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. | |
| --- | |
| ## 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 | |
| --- | |
| ## Status | |
| ArkAiLab is under active development. | |
| Datasets, models, and research outputs will be published as projects reach appropriate quality and stability standards. | |