AI & ML interests
Building practical, ethical and sustainable AI/ML projects.
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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
Ethicalabs.ai - Dorvan Srl - Sede operativa: Via Privata Farnese 1/3, 20146 Milano (MI). Sede legale: Via Enrico Cernuschi 4, 20129 Milano (MI)
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Echo DSRN SmolTools 114M NSFW Classifier
👀Echo-DSRN 114M SmolTools: NSFW Intent Classifier (English)
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ethicalabs/Echo-SmolTools-114M-NSFW-CLF
Text Classification • 98.3M • Updated • 4 -
ethicalabs/Echo-SmolTools-114M-NSFW-CLF-PEFT
Text Generation • Updated • 108 -
ethicalabs/Echo-SmolTools-114M-Intent-PEFT
Text Generation • Updated • 73
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Echo DSRN SmolTools 114M NSFW Classifier
👀Echo-DSRN 114M SmolTools: NSFW Intent Classifier (English)
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ethicalabs/Echo-SmolTools-114M-NSFW-CLF
Text Classification • 98.3M • Updated • 4 -
ethicalabs/Echo-SmolTools-114M-NSFW-CLF-PEFT
Text Generation • Updated • 108 -
ethicalabs/Echo-SmolTools-114M-Intent-PEFT
Text Generation • Updated • 73
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Echo DSRN SmolTools 114M NSFW Classifier
Echo-DSRN 114M SmolTools: NSFW Intent Classifier (English)
Echo DSRN Small Next Word Prediction
Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
Echo-DSRN 114M SmolTools - Intent Classifier
🎙️ Multilingual Intent Classifier powered by Echo-DSRN-114M
Echo-DSRN-114M Semantic Compressor Demo (CPU)
Echo-DSRN-114M Semantic Compressor Demo (CPU)
ObesityRiskPredictor
Classification with Random Forest, LightGBM and XGBoost.