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Sipp - AI inference, freshly squeezed.
jjhartmann · 2026-06-24 · via Show HN

Blazing-fast WebGPU runtime · Open Source

The fastest runtime for the web. Run models right in the browser, zero install, and zero dependencies. Build games, agents, vision, and chat. Add a secure cloud gateway when you need it, all from one client.

Open sourceZero installLocal + gateway

SippPink Lemonade Ed.

Nutrition Facts

Serving size: 1 Sipp Client

Amount per pour

  • Dependencies0
  • Cold start< 1000ms
  • EngineRust · C++ · GGML
  • BackendBrowser-nativeWebGPU

% Dev Value

  • Open source100%
  • Type-safe100%
  • Framework sludge0%

$ npm install @sipphq/sipp

Ingredients

WebGPU · WASM · Rust · C++ · GGUF · TypeScript · 100% real tokens. Contains no frameworks, no concentrate, no added sugar.

Taste test

Easy Setup.
One Simple API.

Manage and query multiple inference endpoints through a single, unified API. Switch or split traffic between local browser execution and cloud gateways without rewriting your code.

  • Identical Code Paths
    Execute queries symmetrically across edge and cloud endpoints.
  • Multi-Endpoint Control
    Register local and remote models under one unified client.
  • Native Performance
    Tap local WebGPU execution or cloud gateways with equal ease.

Benchmark · WebGPU showdown

Same model.
Faster in the browser.

Sipp's WebGPU backend runs the same weights up to 5× faster than other browser runtimes. No native install. Pick a model and watch the multipliers stack up.

Measured on Qwen 2.5 0.5B · Q4_K_M. LILO · 1024 in / 512 out · NVIDIA 3080 · Chrome (N=3, 9 runs, 1 warmup). Multipliers show how many times faster Sipp runs vs each browser runtime.

Live demo · Fresh squeeze

Pick a model.
Sip the tokens.

A bare-bones chat running 100% in your browser. Pick a model, start the tap, and then chat. No account, no server.

Try the full demo

Built with Sipp · 100% in-browser

Pour it into
anything.

Real apps running real models with Sipp. No servers, no install, no waiting. Every one runs the model right in your browser.

Mobile support is currently being worked on. Try demos on desktop.

🪄Desktop only

PromptCast

A wizard duel where every spell is generated on the fly by a local LLM. No two casts the same.

Desktop only

🪄Live demo

PromptCast

A wizard duel where every spell is generated on the fly by a local LLM. No two casts the same.

Play in browser ›

🍌Desktop only

Banana Brawl

A swarm of little agents reason in-browser, each running a local model to pick its next move, all fighting for one banana.

Desktop only

🍌Live demo

Banana Brawl

A swarm of little agents reason in-browser, each running a local model to pick its next move, all fighting for one banana.

Play in browser ›

🎨Desktop only

Sketch Critic

Draw something and a local vision model snapshots the canvas, reads it, and gives you live feedback.

Desktop only

🎨Live demo

Sketch Critic

Draw something and a local vision model snapshots the canvas, reads it, and gives you live feedback.

Play in browser ›

💬Desktop only

Aria

Chat with a VRM character whose emotes, actions, and replies are all chosen live by a local model.

Desktop only

💬Live demo

Aria

Chat with a VRM character whose emotes, actions, and replies are all chosen live by a local model.

Play in browser ›

Fresh batch ready

Pour your first inference.

Install Sipp, run a model in your browser on WebGPU, then scale to Node, Rust, Python, or your own gateway.