Shard

Quick Start Guide

Steps below come directly from the project README installation path: join as verifier, join as scout, then integrate the API.

Run a Verifier

Download the Shard Desktop App for Windows or macOS. The README notes one-click setup with model download and background contribution mode.

https://github.com/TrentPierce/Shard/releases/latest
Become a Scout

Open the live dashboard in latest Chrome or Edge with hardware acceleration enabled, then keep the tab open to contribute scout compute.

https://www.shardnetwork.live/
Consume the API

Install the Shard SDK from PyPI and use it as a drop-in OpenAI replacement.

pip install shard-inference

from shard import Shard
client = Shard()

response = client.chat.completions.create(
    model="meta-llama/Llama-3.2-1B",
    messages=[{"role": "user", "content": "Explain the Shard network architecture."}]
)
print(response.choices[0].message.content)