Create Doses AI organization profile
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- README.md +49 -4
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README.md
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title: README
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---
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title: README
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emoji: 馃К
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<p align="center">
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<a href="https://doses.ai">
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<img src="https://huggingface.co/spaces/Doses-AI/README/resolve/main/assets/doses-ai-banner.png" alt="Doses AI - Private intelligence for medicine" width="100%">
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</a>
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</p>
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<p align="center"><strong>Open medical intelligence, built to run locally.</strong></p>
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<p align="center">
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Doses AI is an applied AI research company building compact, open-weight models and inference systems for private medical and biomedical use.
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</p>
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<p align="center">
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<a href="https://doses.ai"><strong>Website</strong></a>
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路
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<a href="https://huggingface.co/Doses-AI/Pestle-27B-Ternary-GGUF"><strong>Flagship model</strong></a>
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路
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<a href="https://doses.ai/pestle-27b-ternary-technical-report/"><strong>Technical report</strong></a>
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路
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<a href="https://github.com/DosesAI/mortar.cpp"><strong>Runtime</strong></a>
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</p>
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## Featured release
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### [Pestle-27B-Ternary-GGUF](https://huggingface.co/Doses-AI/Pestle-27B-Ternary-GGUF)
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A 27B open-weight medical model packaged as an 8.48 GB runnable GGUF. Pestle is designed for private local and on-premises systems spanning clinical knowledge, biomedical evidence work, pharmaceutical retrieval, and coding.
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**Apache 2.0** 路 **27B parameters** 路 **8.48 GB GGUF** 路 **CPU, Metal and CUDA**
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[Weights and model card](https://huggingface.co/Doses-AI/Pestle-27B-Ternary-GGUF) 路 [Technical report](https://doses.ai/pestle-27b-ternary-technical-report/) 路 [Run with mortar.cpp](https://github.com/DosesAI/mortar.cpp)
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## Research
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- **Low-bit model compression** - ternary and compact representations for capable local models.
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- **Medical model evaluation** - matched benchmarking across clinical knowledge, biomedical QA, retrieval, and general capabilities.
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- **Local inference** - practical execution across CPU, Apple Silicon, and NVIDIA GPUs without a required cloud dependency.
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## Open source
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| Project | What it is | Links |
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|:--|:--|:--|
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| **Pestle-27B-Ternary** | Open-weight 27B medical research model | [Model](https://huggingface.co/Doses-AI/Pestle-27B-Ternary-GGUF) 路 [Report](https://doses.ai/pestle-27b-ternary-technical-report/) |
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| **mortar.cpp** | Local CPU, Metal, and CUDA runtime for Pestle | [GitHub](https://github.com/DosesAI/mortar.cpp) |
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<sub>Research preview. Doses AI models are not medical devices and are not intended to replace qualified professional judgment. Contact: <a href="mailto:malik@doses.ai">malik@doses.ai</a>.</sub>
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assets/doses-ai-banner.png
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Git LFS Details
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