// what is nan
Builders sharing dedicated GPUs to run open models and burn tokens without limits.
Closed-model APIs are convenient but expensive and limited. Open models are free but running them seriously requires hardware almost no one has at home.
NaN solves this by sharing powerful GPUs among builders who actually use them, splitting the real cost of infrastructure.
A closed community by design, limited to the real capacity of shared GPUs. When it fills up, we open a waitlist.
The community lives on Discord. The website only manages access. Every member pays to be here. Only those who truly want to build make it in.
// community builds
We don't burn tokens. We build.
Real projects built by NaN members using the shared inference cluster. This is what happens when builders get serious hardware.
7Opencode agent orchestration kit
by jcarlosrodicio
A starter kit for configuring OpenCode with a product-development agent orchestration flow, Open Design integration, optional Impeccable design context, Superpowers workflow discipline, local process skills, a TUI token-usage plugin, and optional AHE observability sidecars. This project is for developers who want a reproducible global OpenCode setup without hand-writing agents, commands, skills, tools, and Docker notes from scratch. This repository is not affiliated with OpenCode, Open Design,
6openbide
by rokkoo
OpenBide encapsula la lógica de redirección bajo un único identificador inteligente, asegurando que tu cliente final siempre tenga una fricción cero al abrir tu enlace. OpenBide encapsulates redirection logic under a single smart identifier, ensuring your end user always experiences zero friction when opening your link.
3Beyond The Protocol
by danitoszwarc
BeyondTheProtocol es una webapp médica privada construída para una paciente con cáncer metastásico ultra-raro. Problema que resuelve: gestionar cientos de documentos clínicos dispersos (PDFs, análisis, reportes) de forma inteligente. Centraliza todo en un sistema RAG bilingüe (ES/EN) con búsqueda semántica, dashboard longitudinal, y un wiki clínico compilado, permitiendo explorar el historial médico completo con contexto y continuidad.
// inference cluster
Inference cluster
Shared inference cluster. Models chosen by the community every quarter.
// current models
deepseek-v4-flash
llmLLM · 284B-21B MoE · FP8 · 1M context · Tool calling · Reasoning · 500M tokens/mes
mimo-v2.5
llmOmnimodal · 310B-15B MoE · FP8 · 1M context · Vision · Audio · Tool calling · Reasoning · 500M tokens/mes
gemma4
llmLLM · 26B-A4B MoE · FP8 · 256K context · Tool calling · Reasoning · Vision
qwen3.6
llmLLM · 35B-A3B MoE · FP8 · 256K context · Tool calling · Reasoning
glm5.2
llmLLM · ~753B MoE · FP8 · sparse attention · 256K context · Tool calling · Reasoning · coding agéntico
qwen3-embedding
embeddingEmbeddings · 8B · 4096 dims · 100+ languages · MMTEB 70.58
rerank
rerankReranker · Qwen3-Reranker-8B · BF16 · 100+ languages · cross-lingual · completes RAG stack
kokoro
ttsTTS · 82M params · 67 voices · <1s latency · ef_dora · em_alex
whisper
sttSTT · large-v3 · CTranslate2 · ~3.2% WER Spanish · auto language detection
- Your code doesn't train any models
- Data in EU, no prompt logs
- Unlimited tokens on cluster models
- Personal API key for each member
// privacy
Pure inference. Zero logs.
NaN is inference infrastructure. There is no logging of prompts, model responses, nothing. Everything lives in your local session, on whatever client, agent, or custom app you use.
The API is pure inference. Nothing you do with it is logged except server-side metrics (tokens/s, RPM, etc.) for cluster maintenance and monitoring only.
Your code doesn't train any models. Your prompts aren't stored. Your data doesn't leave your session.
- Zero logs: no prompt or response logging
- Everything lives in your local client or agent session
- Processing in the European Union
- Your code doesn't train any models
- Server metrics only for cluster maintenance (tokens/s, RPM)
// how models are chosen
Models chosen by the community. Refreshed every quarter.
- Every 3 months, members vote on the new models that will run on the cluster.
- Candidates are pre-selected technically: they must fit in the cluster capacity.
- Voting happens on Discord, open to all members.
- The open models ecosystem moves fast. So does NaN.
// who's behind
The NaN community is led by Cristian Córdova and Borja Perez.
The NaN community exists thanks to Helmcode, the company behind all the inference infrastructure that powers the community.
Cristian Córdova
@barckcodeTenerife, Islas Canarias
Founder of Helmcode, working with startups on cloud infrastructure, AI tooling and open source.
Thanks to Helmcode we offer open model inference with unlimited token plans for enterprises, I share my experiments on social media and AI research.
I started NaN because I wanted to run serious open models without usage limits, and share and learn with people in the same boat: builders who actually burn tokens.
// pricing
One tier per region. No upsells. No trial.
NaN Member EU
🇪🇺VAT included
Limited spots
- Access to shared cluster — open models with no token caps
- DeepSeek V4-Flash (frontier 284B, 1M context, advanced reasoning) — 500M tokens/month
- Open models chosen by the community
- Personal API key compatible with OpenAI
- Private Discord channels for members only
- Voice in quarterly model voting
- Month to month, no commitment
Limited spots. When it fills up, waitlist.
NaN Member USA/Latam
🇺🇸Taxes included
Limited spots
- Access to shared cluster — open models with no token caps
- DeepSeek V4-Flash (frontier 284B, 1M context, advanced reasoning) — 500M tokens/month
- Open models chosen by the community
- Personal API key compatible with OpenAI
- Private Discord channels for members only
- Voice in quarterly model voting
- Month to month, no commitment
Limited spots. When it fills up, waitlist.
// community
NaN Community
💬Taxes included
No GPU access · Discord only
- Discord access
- Member-only channels
- Live discussions, builds, AMAs
- Reserved spot in line for inference
No commitment. Cancel anytime.
// join
A community of builders. Limited spots. Shared GPUs with unlimited usage.
We share dedicated GPUs to run open models and burn tokens without limits. Leave your email and we'll reach out when we open payments.
// faq
What you'll probably ask.
- NaN is a closed community of builders who share access to dedicated GPUs to run open-source AI models. Every member pays to be here, and there's only room for those who will actually build.
- Each community member shares a dedicated inference cluster. Cluster models run 24/7 and each member gets a personal OpenAI-compatible API key to use the models as they want, with no token caps.
- You can burn tokens without limits on the smaller cluster models. Frontier models (like DeepSeek V4-Flash) come with a generous monthly token allowance per member to keep the plan sustainable. No surprises on the bill: the flat subscription price is all you pay.
- Every quarter, community members vote on which new models will run on the cluster. Candidates are pre-selected technically to ensure they fit within the cluster capacity. Voting happens on Discord, open to all members.
- Data is processed in the European Union, with no prompt logging. Your API key is personal and non-transferable. We don't share data between members or sell information to third parties. Your code doesn't train any models.
- For builders who want to run serious AI models without the overhead of managing infrastructure. If you're a startup, researcher, or maker who needs inference at scale without token limits, NaN is for you. It's not for casual experimentation.
- Because we believe real innovation comes from tools you can audit, modify, and use without restrictions. Closed models are convenient but create dependency. With open models you have full control over your stack.
- No. NaN is for inference, not training. The GPUs are optimized to run existing models at high speed, not for fine-tuning. If you need training, there are other platforms for that.
- We currently accept credit/debit cards. Prices include taxes (VAT for EU, taxes for USA/Latam). You can cancel anytime, no commitment.
- Leave your email on the waitlist and we'll reach out when we open payments. The community lives on Discord — once you join, you get access to all private channels, quarterly votes, and direct support from the team.