Skip to main content

ℏ hbar

Same model. Smaller constant.

Quantum-inspired compression & pruning for large language models — matrix product operators (MPO), MixT, and other tensor-network tools for making big models small.

ħ = h/2π — the reduced Planck constant. Same physics, ~6.3× smaller. That's the business plan.

Install

pip install hbar

Status

🚧 Under active development — first release coming soon.

Why "hbar"?

Every quantum state lives in a Hilbert space. Almost every model lives in a smaller one — hbar finds it.

And ħ is the reduced Planck constant: reduction is the whole business.

License

MIT

Metadata

Release files for hbar 0.2.0.post1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hbar 0.2.0.post1
File Size Uploaded Provenance Actions
hbar-0.2.0.post1.tar.gz 2.5 kB Without provenance Details for hbar-0.2.0.post1.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for hbar 0.2.0.post1
File Interpreter ABI Platform Actions
hbar-0.2.0.post1-py3-none-any.whl Python 3 none any Details for hbar-0.2.0.post1-py3-none-any.whl

Total release size: 5.2 kB

Release files / hbar-0.2.0.post1.tar.gz

Download URL hbar-0.2.0.post1.tar.gz
Size 2.5 kB
Tags Source
SHA-256 checksum
How to use checksums
8f339cefffab6a8c69739dac930cf2a2bb836ea89b100b0035f3cb06bbd3af6e
BLAKE2b-256 checksum
How to use checksums
57beffd5cd26124c1a2ee03f39f0dfe742ae63cd1f446751365d078ff9e5cefb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.12

Release files / hbar-0.2.0.post1-py3-none-any.whl

Download URL hbar-0.2.0.post1-py3-none-any.whl
Size 2.7 kB
Tags Python 3
SHA-256 checksum
How to use checksums
9cc7cadb01a65ff15b6c4ba2c1f0e96f2d0bccf0f890370383c4aa7546a7c286
BLAKE2b-256 checksum
How to use checksums
a1c9e5f0798823caa863dec13011a48dd9daf55852b8425f6220b95641b25a27
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.12

Security for hbar 0.2.0.post1

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page