Live — 2,341 contributors online

GitHub is where code lives — community is where it thrives.

We build open-source infrastructure that turns your GitHub repos and Hugging Face models into self-sustaining communities. No walled gardens. Just protocols.

TRUSTED BY — VERCEL / SUPABASE / LANGCHAIN / MODAL / REPLICATE
parallel sync — main
● LIVE
🤗

parallel/community-7b

14.2k downloads · 4h ago

↑ 342%growth
◧

github → hf sync

Automated model cards

99.9%uptime
[01] Manifesto — why we exist
Open source doesn't die from lack of code. It dies from lack of community. We stitch GitHub and Hugging Face together so your project gets contributors, not just stars.

Every commit triggers docs. Every model push opens a discussion. Every issue becomes a bounty. That's Parallel.

The
Community
Stack

Three primitives. Infinite communities. Built on protocols you already trust.

01 / GITHUB AS SOURCE OF TRUTH

Code sync

Bi-directional sync between repos, issues, and discussions. Contributors earn reputation that lives on-chain, not in a dashboard.

par.sync --repo ./ --watch
→ 143 files indexed
→ community graph built
→
02 / HUGGING FACE AS DISTRIBUTION

Model garden

Auto-generate model cards, datasets, and Spaces from your README. Your community tests, evaluates, and ships together.

models.push(hf, community=True)
→ Space deployed
→ 2.1k inferences/hr
→
03 / PARALLEL AS PROTOCOL

Community OS

Governance, bounties, and revenue-share baked in. No Discord hell. Just async, searchable, owned by contributors.

community.revenue.split()
→ 73% → contributors
→ sustainable OSS

Ecosystem live now

github● active

lattice-core

Real-time community graph for open source projects. 3k+ forks in 30 days.

★ 8.2k◍ 423 issues↗ 92 contributors
hugging face🔥 trending

parallel-embed v2

Community-tuned embeddings trained on 14M GitHub discussions. MIT licensed.

↓ 47k♡ 1.2k◍ 89% helpful
space● live

Contributor Compass

Find your next meaningful PR. Matches skills to good-first-issues across HF.

◍ 1.4k users↗ 2.3k matches
github● active

bounty-protocol

Smart contracts for OSS bounties. GitHub Actions native. $340k paid out.

★ 3.1k◎ $340k↗ 156 hunters
hugging facenew

doc-gen-3b

Turns messy code into beautiful docs. Trained on Parallel community edits.

↓ 12k♡ 423◍ 4.9 rating
space● live

Model Arena

Community evaluates models head-to-head. No benchmarks, just real usage.

◍ 8.9k votes↗ 342 models
0
GitHub Stars across ecosystem
0
Model downloads this month
0
Active contributors paid
0
Open source, forever
OPEN

Your repo
deserves more than stars

Join 400+ maintainers turning code into communities. Free for open source. $0 to start, protocol-owned forever.

npx parallel init — 30s setup · No vendor lock-in · MIT licensed