Ollama LLM Hosting in the Netherlands
AMS-IX peering matters more for LLM hosting than people think. Hugging Face's NL POP delivers Llama 3.1 70B GGUF weights (40GB+) at line rate; Ollama model pulls from the registry hit our box in 60-90 seconds rather than the 4-7 minutes typical from US-East cloud providers. AnubizHost ships Ollama on dedicated RTX 4090 24GB in Amsterdam from $189/mo with no KYC.
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Amsterdam Network Posture for LLM Work
An LLM VPS spends bandwidth on three things: model downloads (10-40GB per pull), API responses (kilobytes per request, multiplied by request count), and occasional model fine-tuning data uploads. AMS-IX peering optimizes the first two: HF Hub and Ollama registry both have NL mirror infrastructure that lights up at gigabit from our 4090 boxes.
For API-server use cases (running an internal LLM proxy for a company, hosting a coding assistant for a team) the response-side bandwidth is dust - thousands of API calls cost cents in transfer. The model pull side is where the savings show up: trying 10 new models per month is 200-400GB of pulls, which on US-East cloud bills as real money.
Hardware: 4090 in NL with Headroom
RTX 4090 24GB full PCIe 4.0 passthrough. 8 dedicated EPYC vCPU. 32GB DDR4 ECC. 500GB NVMe. 1Gbps unmetered. Plenty for the 50-100GB Ollama model directory most users accumulate.
RTX A5000 24GB ECC is the alternative for users who want ECC VRAM for long-running services. Roughly 60% of the 4090's inference speed, 230W TDP vs 450W. Discount of $20/mo if you pick A5000.
Models We Recommend in NL
For European-language quality, Qwen 2.5 32B and Mistral Large outperform Llama 3.1 70B on French, German, Italian, Polish and other EU languages. Llama 3.1 leads on English STEM.
Coding: Qwen 2.5 Coder 32B is roughly GPT-4 level on completion tasks at a fraction of the cost. Deepseek Coder V2 16B is the fast budget pick.
RAG and embeddings: BGE-large or Nomic-embed-text via Ollama, exposed on /v1/embeddings.
API Patterns for NL Customers
Pattern 1: Internal company AI assistant. Open WebUI exposed via Cloudflare Tunnel to company SSO. Ollama provides the model, Open WebUI provides chat history, RAG over company docs via the built-in document upload.
Pattern 2: Coding agent backend. Cursor or Continue.dev configured to point at the VPS Ollama. Qwen 2.5 Coder 32B handles 90% of completions. Llama 3.1 70B Q3 for harder reasoning calls.
Pattern 3: Public LLM API. FastAPI wrapper around Ollama with rate limiting and LNBits payment. 5-10 sats per 1000 tokens, no signup required for users.
Provisioning
Pay crypto, ready in 15 minutes. Ollama bound to localhost; Open WebUI exposed via TLS reverse proxy on auto-generated subdomain plus optional Tor onion. Five most popular models pre-pulled.
Related: AI hosting, Romania alternative, llama.cpp option, live pricing.
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