7B specialists designed to match or outperform
70B generalists
in your regulated sector, on your EU infrastructure.
EuLLM distills and verticalizes open-weight models into lean 7B specialists for legal, medical and technical domains. EU-hosted, with AI Act compliance cards included.
Built for legal teams, compliance officers, medical institutions and engineering organizations that can't send data to US clouds.
- 70B → 7B
- Model compression
- ~50×
- Lower inference cost vs frontier
- Vision+Audio
- Multimodal, fully local
- AI Act
- Compliance cards built-in
The vertical model foundry
Take a 70B frontier model and distill it into a lean 7B or 4B domain specialist that outperforms the original in your target field. Less compute, more precision, full EU sovereignty.
- Structural pruning: remove irrelevant capacity without retraining from scratch
- Knowledge distillation: transfer domain expertise into a smaller model
- Quantization: maximize throughput on your existing hardware
- Identity fine-tuning: custom persona, brand voice, and instructions
- GGUF export: runs instantly on Engine, no extra tooling
Select base model
Any Apache 2.0 frontier model (70B, 32B…)
Define your sector
Legal, medical, finance, technical…
Run Forge pipeline
Prune → Distill → Quantize → Fine-tune
Export & deploy
GGUF output, runs instantly on Engine
EU-based model registry
Pre-specialized vertical models for regulated European industries, hosted entirely within the EU. Every model ships with an AI Act compliance card.
Legal IT
Contract analysis, GDPR assessment, EU regulatory compliance (Italian jurisdiction)
- →Trained on curated Italian jurisprudence, civil code, and EU regulatory corpus
- →7B parameters, AI Act high-risk compliance card included
- →Distilled from a 70B frontier open-weight model
Clinical documentation, ICD coding, patient triage support
Risk assessment, KYC automation, MiFID II compliance reporting
Need a vertical we don't have yet?
We build custom specialist models for your regulated sector.
All Hub models use exclusively Apache 2.0 licensed weights, giving white-label sovereignty to European businesses. See full roadmap →
The runtime that makes it all fast
A production-ready inference server built in Rust: a drop-in Ollama replacement with an OpenAI-compatible API. Engine is what powers every EULLM vertical model at 259 tok/s with zero non-EU telemetry. API on the standard Ollama port (11434), embedded chat UI on 11435, no collisions.
- Multimodal (vision + audio): image OCR, scene description, audio transcription, fully local on consumer GPUs
- Continuous batching: 259 tok/s with 16 concurrent requests
- GPU acceleration: NVIDIA CUDA (tested), AMD ROCm, Vulkan, Apple Metal
- Quantized KV cache: Q4_0/Q5/Q8 for ~2-4× context on the same GPU
- Transparent web browsing (--web), model-agnostic, works with any GGUF
- Dual-listener: API on :11434 (Ollama standard), chat UI on :11435 (~29 KB in binary, zero CDN)
- Built-in audit logging for EU AI Act compliance
- Standalone binaries: Linux x64 + Windows x64 tested · macOS & ARM64 experimental
# Download Engine (Linux x64)
curl -L https://github.com/eullm/eullm/releases/latest/download/eullm-linux-x64 -o eullm
chmod +x eullm
# Run a model
./eullm run ./model.gguf --batch-size 16
# OpenAI-compatible API on :11434
curl http://localhost:11434/v1/chat/completions \
-H "Content-Type: application/json" \
-d '{"model":"qwen3","messages":[{"role":"user","content":"Ciao!"}]}'
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Sovereign AI starts here
Your data stays in Europe. Your models carry your brand. No API dependencies, no vendor lock-in.