7B specialists that outperform
70B generalists
on your regulated domain, on your EU infrastructure.
EuLLM distills and verticalizes open-weight models into lean 7B specialists for legal, medical and technical domains — EU-hosted, 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
- 259 tok/s
- Inference throughput
- AI Act
- Compliance cards built-in
- EIC 2026
- Accelerator applicant
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 domain
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 domain.
All Hub models use exclusively Apache 2.0 licensed weights — white-label sovereignty for European businesses. See full roadmap →
The runtime that makes it all fast
A production-ready inference server built in Rust — 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.
- Continuous batching — 259 tok/s with 16 concurrent requests
- GPU acceleration: NVIDIA CUDA, AMD ROCm, Vulkan, Apple Metal
- TurboQuant KV cache compression — 131K context on 16 GB GPUs
- Built-in audit logging for EU AI Act compliance
- Transparent web browsing without function-calling overhead
- Prebuilt binaries for Linux and macOS (x64 & ARM64)
# 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.