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CryptoDecentral

Guide

Local AI starter

Get open weights running locally — runners, licenses, outbound call hygiene, and agent trust. No tokens-to-buy.

9 min read

Intent

Run models on hardware you control so prompts are not a default cloud log. Technology practice — not an investment pitch.

1. Pick a runner

Start with a well-documented local runner (Ollama-class UX or llama.cpp). Prefer projects that publish release checksums.

2. Check the license

Open weights ≠ “do anything.” Read the model card. Prefer sources that publish hashes and provenance.

3. Audit outbound calls

Local UI can still phone home for telemetry, embeddings, or tool APIs. Watch network activity on first run.

4. Keep keys separate

If an agent or plugin can spend or sign, treat it like a hot wallet: small blast radius, clear permissions. See wallets and for agents.

5. Go deeper

Educational only. DYOR.

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