docs/SUBMISSION_AUDIT.md

Submission Audit

Canonical Space

Repository: build-small-hackathon/NEXUS_Visual_Weaver
URL: https://huggingface.co/spaces/build-small-hackathon/NEXUS_Visual_Weaver
SDK: Gradio 6.5.1
Hardware: ZeroGPU (NVIDIA RTX Pro 6000 Blackwell - 104GB VRAM)

Track Fit

• Primary: Thousand Token Wood (Whimsical, delightful AI-native app)
• Secondary: Backyard AI (Creator workflow consistency tool)

Model Stack (Total: ~10B parameters - Well under 32B limit)

Model	Parameters	Role	Source
FLUX.2-klein-4B	4B	Image Generation	Black Forest Labs
MiniCPM-V-4.6	1.30B	Visual Judge	OpenBMB
NVIDIA-Nemotron-Parse-v1.2	0.94B	Evidence Parser	NVIDIA
LocateAnything-3B	3B	Grounding	NVIDIA
ST3GG	<1B	Security Scan	Community

Core Loop

1. Text prompt → Wardrobe/Lore planner
2. Visual generation (FLUX.2)
3. ST3GG security scan
4. Dual AI critique (MiniCPM-V + Nemotron-Parse)
5. Checkpoint & export packet

Bonus Badge Targets

Badge	Status	Evidence
Off-Brand	✅	Custom Gradio UI with workflow graph
Best Agent	✅	Multi-step governed agent pipeline
Tiny Titan	✅	Primary model (FLUX.2-klein-4B) ≤4B
Field Notes	⏳	Blog post pending
Sharing is Caring	⏳	Operator state export pending
Best Demo	⏳	Video recording pending
Best Use of Modal	✅	Modal Forge for offline artifacts

Prize Eligibility

• Thousand Token Wood: 1st ($4,000), 2nd ($2,500), 3rd ($1,500), 4th ($1,000), Community Choice ($2,000)
• Tiny Titan: $1,000
• Off-Brand: $1,500
• Best Agent: $1,000
• Best Use of Modal: 1st (10k credits), 2nd (7k), 3rd (3k)
• Bonus Quest Champion: $2,000 (if 5+ badges achieved)

Total Potential: $15,000+ cash + Modal credits + RTX 5080

Submission Checklist

• Space live in build-small-hackathon org
• Gradio interface deployed
• Models under 32B documented
• Modal integration documented
• Demo video recorded and linked
• Social media post with #BuildSmallHackathon
• Field Notes blog post published
• Operator state dataset exported

Audit Timestamp

Generated: $(date -u)