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# Eulogik 🧠

### Edge AI Infrastructure & Quantitative Systems Engineering


Website: [eulogik.com](https://eulogik.com)

[GitHub](https://github.com/eulogik)

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We engineer hyper-efficient, domain-specialized, and edge-deployable AI models.  
No bloated parameter sizes. No massive cloud dependencies. Just high-performance models designed to run locally, securely, and cost-effectively.

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## 🔬 Active Research & Model Portfolios

We focus on three primary domains of edge-optimized machine intelligence:

### 1\. 📄 Visual Document Understanding (VDU)

* [TinyDoc-VLM-256M](https://huggingface.co/eulogik/TinyDoc-VLM-256M): A compact 290M-parameter vision-language model trained on SigLIP and SmolLM2. Optimized for document OCR, layout parsing, and information extraction.  
* [TinyDoc-VLM-LoRA](https://huggingface.co/eulogik/TinyDoc-VLM-LoRA): Parameter-efficient adapters for custom corporate legal and administrative document compliance.

### 2\. 📈 Time Series & Quantitative Forecasting

* [NanoForecast](https://huggingface.co/eulogik/nanoforecast-v03): A lightweight time-series foundation model family ranging from 200K to 6.5M parameters. Supports streaming RNN inference and zero-shot forecasting, optimized for running directly on edge hardware like Raspberry Pi.

### 3\. 🐡 Intelligent LLM Routing

* [fugusashi](https://huggingface.co/spaces/eulogik/fugusashi): An open-source, federated, human-interpretable model router. Learns user preferences and routes requests to the most optimal model, slashing inference costs by up to 70%.

### 4\. 🇮🇳 Localized & Multilingual LLMs

* [Bharat-Tiny-LLM](https://huggingface.co/eulogik/Bharat-Tiny-LLM): An ultra-compact 240M-parameter language model specialized for Hinglish and Indian cultural context.

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## ⚡ Developer Demos (Spaces)

Test our models directly in your browser:

* [🚀 Bharat-Tiny-LLM Chatbot](https://huggingface.co/spaces/eulogik/Bharat-Tiny-LLM) — Hinglish AI companion.  
* [🐡 Fugusashi Router](https://huggingface.co/spaces/eulogik/fugusashi) — Intelligent prompt router.  
* [📄 TinyDoc-VLM Demo](https://huggingface.co/spaces/eulogik/TinyDoc-VLM) — Local document analysis.  
* [📊 NanoForecast CSV Tool](https://huggingface.co/spaces/eulogik/nanoforecast) — Zero-shot time series analysis.

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## 🏢 Licensing & Enterprise Collaboration

All our core public models are open-sourced under Apache 2.0 or MIT licenses.

For enterprise-grade integration, private custom model training, or commercial licensing of specialized components (such as our high-frequency quant trading predictors and legal document ingestion pipelines), get in touch:

* Website: [eulogik.com/contact](https://eulogik.com/contact)  
* Email: info@eulogik.com  
* HQ: Bhopal, India | Global: Dubai, UAE

© 2026 Eulogik. Engineered for efficiency.