ht-repro 1.1.0

HyperTensor Reproduction CLI — one command to reproduce any paper result

ht-repro — HyperTensor Reproduction CLI

One command to reproduce any paper in the extended volume.

⚡ Install (any method)

# pip (recommended)
pip install ht-repro

# pipx (isolated)
pipx install ht-repro

# One-line (any OS)
curl -sSL https://nagusamecs.github.io/HyperTensor/install.sh | bash   # Linux/macOS
irm https://nagusamecs.github.io/HyperTensor/install.ps1 | iex         # Windows

# From source
git clone https://github.com/NagusameCS/HyperTensor
cd HyperTensor/ht_repro && pip install -e .

� One-Click UI

# Double-click in File Explorer:
ht-repro-ui.bat

# Or from terminal:
python -m ht_repro serve

# Pin to desktop (run once):
powershell -File create-shortcuts.ps1

Opens http://localhost:8765 in your browser — live test runner with streaming output, GPU config, stop button, and full history.

🚀 Quick Start

ht-repro setup          # auto-detect environment, install deps
ht-repro smoke          # 60-second Riemann core math test
ht-repro list           # show all available tests
ht-repro summary        # print verified results summary
```bash
ht-repro setup          # auto-detect environment, install deps
ht-repro smoke          # 60-second Riemann core math test
ht-repro list           # show all 16 available tests
ht-repro summary        # print verified results summary

📋 Commands

Command	Description
ht-repro smoke	60-second Riemann core math test
ht-repro all-t1	All CPU-only tests (~30 min)
ht-repro paper-N	Reproduce a specific paper (1–18)
ht-repro jury	All jury theorem verification
ht-repro riemann	All Riemann Hypothesis verification
ht-repro safety	All safety verification
ht-repro runtime	All runtime benchmarks
ht-repro list	Show all available tests
ht-repro status	Show last run results
ht-repro summary	Print verified results summary
ht-repro setup	Auto-detect environment + install deps
ht-repro serve	Start localhost web UI (http://localhost:8765)
ht-repro tools	List all 9 tool categories (60+ tools)
ht-repro tools graft	Model grafting/splicing tools
ht-repro tools bench	Benchmarking tools
ht-repro tools train	Training tools (NativeLinear, SHF, LoRA)
ht-repro tools compress	Compression tools (GRC, FFN cluster, SVD)
ht-repro tools gtc	GTC/manifold tools (trajectories, Jacobi)
ht-repro tools safety	Safety tools (OGD, TEH, Snipe, Red-team)
ht-repro tools ugt	UGT taxonomy tools (bilateral, zone mapping)
ht-repro tools models	Model download, HF token, Ollama, GPU check
ht-repro tools models token-setup	Configure HuggingFace token interactively
ht-repro update	Self-update to latest version
ht-repro run <id>	Run a specific test by ID

🎯 Verified Results (2026-05-13)

Test	Status
Riemann Core Math	✅ SV1=8.944272, Z₂ EXACT, rank-1 proven
Jury Proof	✅ 8 theorems, 174× speedup
Riemann LMFDB	✅ 54,949 zeros on critical line
AGT v3	✅ 98% detection, 1392× separation
Safe OGD	✅ 0% forbidden leakage
GTC vs RAG	✅ 30.9 µs/q, 5.96 KB/record
BP/NS Bound	✅ 160/160 trials pass

🌐 Web Dashboard

ht-repro dashboard    # generates benchmarks/ht_repro_dashboard.html

Open the generated HTML file in any browser for a full visual report with run history, environment info, and test catalog.

📄 License

MIT — see LICENSE