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https://github.com/tangle-network/vllm-inference-blueprint

Anonymous LLM inference blueprint for Tangle — vLLM + ShieldedCredits pay-per-use
https://github.com/tangle-network/vllm-inference-blueprint

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Anonymous LLM inference blueprint for Tangle — vLLM + ShieldedCredits pay-per-use

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vLLM Inference Blueprint

Anonymous LLM inference on Tangle — operators serve vLLM, users pay anonymously via shielded credits.


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## Overview

A Tangle Blueprint enabling operators to serve LLM inference via [vLLM](https://github.com/vllm-project/vllm) with anonymous payments through the [Shielded Payment Gateway](https://github.com/tangle-network/shielded-payment-gateway).

**Dual payment paths:**
- **On-chain jobs** via TangleProducer — verifiable results on Tangle
- **x402 HTTP** — fast private inference at `/v1/chat/completions`

Single model per instance. Built with [Blueprint SDK](https://github.com/tangle-network/blueprint) `0.1.0-alpha.22`.

## Components

| Component | Language | Description |
|-----------|----------|-------------|
| `operator/` | Rust | Operator binary — vLLM subprocess, HTTP server, SpendAuth billing |
| `contracts/` | Solidity | InferenceBSM — GPU validation, model pricing (24 tests) |
| `sdk/` | TypeScript | Client SDK — OpenAI-compatible interface with spend auth signing |

## Related Repos

- [shielded-payment-gateway](https://github.com/tangle-network/shielded-payment-gateway) — the payment layer
- [blueprint](https://github.com/tangle-network/blueprint) — Blueprint SDK
- [tnt-core](https://github.com/tangle-network/tnt-core) — Tangle core protocol

## License

MIT