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title: README
emoji: 🚀
colorFrom: pink
colorTo: pink
sdk: static
pinned: false

This repository contains experimental models designed strictly for academic evaluation and research purposes.

Critical Constraints:

No Production Deployment: Experimental models must not be deployed in commercial, enterprise, or mission-critical environments under any circumstances.

No Liability: Experimental models are provided "as-is" without warranties of any kind. The developers assume zero liability for downstream consequences, system integration failures, or regulatory non-compliance resulting from unauthorized deployment.

Hi there 👋

Welcome to ethicalabs.ai — a EU AI research lab based in Italy, focused on sovereign and privacy-preserving AI.

🌟 What We're Building 🇮🇹

Echo-DSRN

A surprise-gated dual-state recurrent architecture (decoder-only) available in 4 families:

Echo-DSRN, Recurrent Hybrid, 114M parameters.
Echo-DSRN Hybrid, Transformers Backbone (Qwen2.5) + Echo-DSRN memory injectors, 0.7B and 2.0B parameters.
Echo-DSRN Classifier, Recurrent Hybrid + Classification Head, 98M parameters.
Echo-DSRN Embedding, Coming Soon!

🔬 Research Philosophy

Edge, bare-metal and cloud-native deployment. Intelligence at the edge — bounded by physics, not APIs.

🌈 Get Involved

GitHub: ethicalabs-ai
Support: Become a sponsor to ethicalabs.ai