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
Metadata
Release files for ht-repro 1.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ht_repro-1.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Release files / ht_repro-1.1.0-py3-none-any.whl
| Download URL | ht_repro-1.1.0-py3-none-any.whl |
|---|---|
| Size | 3.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3c5dfdbbed5b0d0318dcb3a3df9061adbfcdc8f49dec4de4f962a23d85198352
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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| Uploaded via |
twine/6.2.0 CPython/3.12.10
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