◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Aleph Alpha vs Hugging Face

Aleph Alpha runs closer to the foundational model (Native (own / self-hosted weights)) than Hugging Face (Native (own / self-hosted weights)). No shared foundational model — different bets.

Aleph Alpha

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
On-Premobject
Compliance
GDPRISO 27001
Architecture

German sovereign-AI lab training its own Pharia/Luminous models with explainability for gov/regulated EU.

Hugging Face

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
Meta · Llama
Cloud · datastore
AWSS3 object storageGit LFSPostgreSQL
Compliance
SOC 2GDPR
Architecture

The model/dataset hub on AWS, storing weights as Git LFS repos over S3 and running Inference Endpoints/Spaces. Stewards open libraries (Transformers, Diffusers) — the open-source center of gravity for ML.

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