Edge Compute Infrastructure

Your hardware.
Global API.

PhoneGPU turns your iPhone and MacBook into a private, attested inference cluster. A Hugging Face Space becomes the control plane. Your devices become the neural engine.

Windsurf Bridge

A zero-config peer-to-peer data channel between your Hugging Face Space and local Apple Silicon. No open ports. No VPN. No SSH. Just scan and bridge.

HF Space
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Control Plane
WebRTC
P2P
MacBook
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Local Node
Bonjour
LAN
iPhone
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Edge Worker

The Space acts as a WebRTC signaling server. Your Mac and iPhone exchange ICE candidates, then open a direct encrypted data channel. Latency: ~5ms local, ~40ms remote.

Device Mesh

Not one device. A mesh. Your MacBook runs the large model. Your iPhone handles embeddings, vision, and privacy tasks. They hand off jobs mid-stream. One logical compute unit.

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Thermal Adaptation

Jobs automatically migrate from overheating devices to cooler ones. The scheduler reads CPU temp, battery state, and thermal pressure in real time.

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Model Continuity

Same model family, auto-quantized per device. Q4_K on MacBook. Q2_K on iPhone. Seamless context handoff between quantizations.

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Attested Receipts

Every inference produces a cryptographically signed receipt. Model hash, device fingerprint, latency, and token count โ€” verifiable by anyone.

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Privacy Modes

Raw input for speed. Hash-only for audit. Local-only for sensitive data. The same API, three trust boundaries.

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Speculative Decoding

iPhone drafts tokens. MacBook verifies. 2x throughput with the same model. The small device accelerates the large one.

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Zero-Config Discovery

Bonjour + WebRTC. Your Mac finds your iPhone on the same WiFi. Your Space finds your Mac via outbound WebSocket. No IP addresses, no port forwarding.

Open the control plane

Create a session, scan the QR code with your iPhone, and your Apple hardware becomes a private Hugging Face inference endpoint.

Launch PhoneGPU