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title: README
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# 🌐 InfiniteStack by SciCrop

Welcome to **InfiniteStack** — an open and sustainable AI & Analytics platform for the **Agri-Food-Energy-Environment** chain. Powered by [SciCrop](https://scicrop.com), our mission is to **democratize smart, domain-specific models** for the real world. 🌾⚡️🌎

## 🚀 What is InfiniteStack?

InfiniteStack is a containerized, modular platform designed to help companies and institutions:

- 🌱 Collect data from ERPs, sensors, satellites, CRMs, weather, and more  
- 🤖 Automate workflows and deploy ML/AI models  
- 🧠 Leverage domain-specific Small Language Models (SLMs) and LLMs  
- 🗂️ Catalog and track data, models, and processes  
- 🔎 Observe metrics, telemetry, and AI performance  
- 🔗 Integrate with your infrastructure — cloud or on-prem

From Sugarcane to Sustainability. From Local to Global.  
InfiniteStack is where data meets intelligence — safely, at scale.

## 🧠 Why Small Language Models?

We believe in **SLMs** — Small Language Models — because they are:

- ✅ Fast and efficient for real-time & edge inference  
- 🔐 Privacy-friendly (run locally, no data leaks)  
- 🎯 More accurate when trained on **domain-specific data**
- 💰 Cost-effective and lightweight to train, fine-tune, and run

Instead of chasing bigger, we focus on **smarter and sharper**.

## 🌍 Open Source Meets Agribusiness

As part of our open innovation commitment, we release fine-tuned models, datasets, and tools to the community.  
Our models can help agricultural engineers, data scientists, cooperatives, and environmental analysts to build AI tailored to their needs.

Check out our pioneering work like:  
👉 [`tinyllama-sugarcane`](https://huggingface.co/infinitestack/tinyllama-sugarcane) — the first LLM focused on sugarcane production!

## 🧰 What We Publish Here

🔓 Open-source LLMs & SLMs  
📊 QA datasets for specific agri-industrial domains  
🧱 Prompt templates and Modelfiles (for Ollama and beyond)  
📦 Inference-ready GGUF models  
🧪 Experiments on edge AI, RAG, and fine-tuning

## 💚 Backed by SciCrop

SciCrop is a Brazilian deeptech focused on turning complex data into actionable insights for the agriculture, food, energy, and environment sectors.

> 🌐 Learn more about us: [scicrop.com](https://scicrop.com)

> 🔎 Explore the platform: [infinitestack.ai](https://infinitestack.ai)

## 🤝 Join the Movement

Let’s build a more sustainable, intelligent and inclusive future — together.

Want to contribute, collaborate, or just talk ag-tech and AI?  
📬 info@scicrop.com

Made with ☕ + 🧠 + 🌾 in Brazil.