The measured one
Private
A raw hop still reconstructs the prompt. One MPC share is noise. The bound costs 2.42 MiB per token. The figure is in the Paper.
Meet me behind
the old library
at midnight.
recover 100%
0.21% · chance
Private inference network
The model is public.The prompt is not.
Decentralized inference on contributed GPUs. Our research goal: a network where an untrusted node cannot recover what you typed.
Share lattice · Game of Life
01 / The problem
Sharding solved size. Not privacy.
Split a model across strangers' GPUs and every node still touches raw activations - enough to reconstruct pieces of a prompt.
02 / How it leaks
A request crosses machines you don't control.
Every node handles real activation tensors. SILQ exists to quantify that exposure - and close it.
Decentralized
Anyone's GPU, pooled into swarms. No datacenter.
Uncensored
Any model. No content-policy layer in the way.
Privacy isn't a feature to bolt on later. It's the open problem - and the one SILQ exists to close.
03 / Public vs private
Public models. Private prompts.
private run
one share is noise
0.21% · chance
APIhosted100%logged
WEIGHTSlocal100%raw
OBFUSCopen100%invertible
SHARDmulti94-100%activations
SILQ2PC0.21%chance
04 / Product
Three ways into the network
Recommended
Native Worker
Background GPU via Ollama. Larger models, higher pay per job.
Paid per job
npx -y @silqxyz/worker@0.2.0 --token YOUR_TOKENZero install
Browser Worker
In-tab inference via WebGPU. One click, no terminal.
Paid per job (lower)
Open browser workerUser side
OpenAI-compatible API
Drop-in chat completions. We don't store prompts; 1 credit per request.
1 credit / request
curl https://api.silq.example/v1/chat/completionsPrivate inference economy
The $SILQ token
What crosses the chain is payment. Your prompts never go on-chain.
Metered, not monitored
We keep no prompt history or profiles. In v1 the serving worker sees the prompt.
Treasury funds privacy
The margin on every paid job funds the network, its privacy research and $SILQ buybacks.
We give a FAQ
SILQ