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A newer version of the Gradio SDK is available: 6.19.0

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Build Small Hackathon — Complete Reference

Source: https://huggingface.co/spaces/build-small-hackathon/README/blob/main/README.md
Organization: https://huggingface.co/build-small-hackathon
Discord: https://discord.gg/YHECTft87Z


📅 Timeline

Phase Date Status
Registration May 7 – June 3, 2026 ✅ Closed
Hack Window June 5 – June 15, 2026 🟢 LIVE NOW
Mid-window AMA TBD Upcoming
Submissions Close June 15, 2026 Deadline
Winners Announced TBD After judging

🎯 Two Tracks — Pick One

🏡 Track 1: Backyard AI

Solve a real problem for someone you actually know.

  • Pick a person: neighbor, parent, small-business owner
  • Build something that makes their day measurably better

Judged on:

  • ✦ Problem is specific and real
  • ✦ The person actually used it
  • ✦ Honest fit between problem and small-model constraint
  • ✦ Polish of the Gradio app

🍄 Track 2: An Adventure in Thousand Token Wood

Build something delightful that wouldn't exist without AI.

  • A toy, tiny game, strange interactive story, art experiment
  • The AI should be doing the fun thing — not just helping you build it
  • Strange is good. Joyful is the bar.

Judged on:

  • ✦ Genuinely delightful (would you show a friend?)
  • ✦ AI is load-bearing for the experience
  • ✦ Originality of concept
  • ✦ Polish of the Gradio app

📏 Three Hard Constraints

# Rule Details
1 Small Models Only Total parameters ≤ 32 billion. Must fit on a laptop.
2 Built on Gradio Your app must be a Gradio app, hosted as a Hugging Face Space.
3 Show, Don't Tell Short demo video + social media post required for submission.

🏅 Bonus Quests (Merit Badges) — Extra Points

Badge Name Requirement
🔌 Off the Grid No cloud APIs. Entirely local-first.
🎯 Well-Tuned Uses a fine-tuned model you've published on Hugging Face.
🎨 Off-Brand Custom frontend pushing past default Gradio look (use gr.Server).
🦙 Llama Champion Model runs through llama.cpp runtime.
📡 Sharing is Caring Shared agent trace on the Hub for everyone to learn from.
📓 Field Notes Wrote a blog post/report about what you built and learned.

💰 Prize Pool: $48,000+ Cash & Physical Prizes

Main Track Awards — $18,000

Track 1st 2nd 3rd 4th
Backyard AI $4,000 $2,500 $1,500 $1,000
Thousand Token Wood $4,000 $2,500 $1,500 $1,000

Community Choice — $2,000

  • One winner, voted by the community

Sponsor Awards

Sponsor Prize
OpenBMB $10,000 total — 3 prizes per track (1st: $2,500, 2nd: $1,500, 3rd: $1,000)
OpenAI $10,000 total — 1st: $5,000, 2nd: $3,000, 3rd: $2,000
NVIDIA 2× RTX 5080 GPUs for standout Nemotron builds
Modal $20,000 credits — 1st: $10k, 2nd: $7k, 3rd: $3k
Cohere $5,000 cash to prize pool
JetBrains $5,000 cash to prize pool
Black Forest Labs $3,000 cash to prize pool

Special Awards — $8,000

Award Prize
Bonus Quest Champion $2,000 — Most merit badges on a single submission
Off-Brand Award $1,500 — Best custom UI past default Gradio
Tiny Titan $1,000 — Best app on ≤4B parameter model
Best Demo $1,500 — Full package: great video + social post
Community Favorite $2,000 — Voted by participants

🛠 Tools & Resources for the Trail

Resource Link
ML Intern (starter kit) https://github.com/huggingface/ml-intern
Gradio Guides https://www.gradio.app/guides/quickstart
Gradio gr.Server (custom UI) https://huggingface.co/blog/introducing-gradio-server
Llama.cpp Getting Started https://github.com/ggml-org/llama.cpp
Hackathon Org (submit Spaces here) https://huggingface.co/build-small-hackathon

📋 Submission Checklist (Due June 15)

  • Gradio app hosted as a Hugging Face Space under the build-small-hackathon org
  • Model ≤ 32B parameters (verify in Space config)
  • Demo video (short, shows the app working)
  • Social media post (tweet, LinkedIn, etc. — link in submission)
  • Space link submitted via the org

🔑 Per-Participant Credits (Just for Registering)

Provider Credit
OpenAI Codex $100 (first 1,000 participants)
Modal $250
Hugging Face $20

💡 Project Ideas Brainstorming

Backyard AI Track Ideas

  • Local recipe organizer for a parent who prints recipes from websites
  • Inventory tracker for a neighbor's small craft business
  • Medication reminder with voice for an elderly relative
  • Garden planting calendar customized to local climate zone
  • Homework helper for a specific subject a kid struggles with
  • Accessibility tool for someone with specific needs (voice-to-text, high contrast, etc.)

Thousand Token Wood Track Ideas

  • Interactive micro-fiction where the model co-writes a strange story
  • Tiny text adventure with AI-generated rooms/NPCs
  • AI art collaborator — you draw a blob, it completes it into something weird
  • Dream interpreter that generates surreal illustrations
  • Procedural poem generator with strange constraints
  • AI dungeon master for a 5-minute solo RPG session
  • Glitch poetry — model corrupts/transforms text in artistic ways

⚡ Quick Start Commands

# Clone the hackathon org (for reference)
git clone https://huggingface.co/build-small-hackathon

# Create a new Gradio Space locally
# Then push to: https://huggingface.co/build-small-hackathon/your-space-name

# Test model size (example)
python -c "
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained('model-name')
print(f'Parameters: {sum(p.numel() for p in model.parameters()) / 1e9:.2f}B')
"

📝 Notes for Our Team

  • We're in the hack window (June 5-15) — build time is NOW
  • Two weekends to build, ship, and demo
  • Gradio Space must be under the org — not personal account
  • Model size is HARD constraint — verify before submitting
  • Bonus quests stack — aim for multiple badges for extra points
  • Demo video + social post are mandatory — don't leave for last minute

Last updated: 2026-06-07 | Source: Hugging Face Spaces README