metralectl
Launch Metrale Engine inference recipes on NVIDIA DGX Spark (GB10) and other local accelerators.
A recipe describes one model deployment — the checkpoint, the container image,
and the serve settings it was validated under. metralectl reads a recipe and
runs the docker run it implies.
uvx metralectl list # what is available
uvx metralectl show qwen3.6-35b-a3b-fp8-mtp # what a recipe does
uvx metralectl run qwen3.6-35b-a3b-fp8-mtp # serve it
uvx metralectl run <recipe> --print # print the command instead
uv tool install metralectl puts metralectl on your PATH.
This wheel contains a self-contained Rust binary and no Python code.
Recipes ship inside the binary. A fresh install makes no network request to resolve a recipe, and there is no "trusted registry" mechanism — a remote registry can supply recipe data but can never cause a command to run. See SECURITY.md for why that matters and what it replaces.
Requires Docker to launch anything; list, show, and run --print work
without it. Linux, macOS and Windows — on Windows the agent is supervised by
a Task Scheduler task at logon rather than a service, because a service runs
in session 0 and cannot reach Docker Desktop's per-user named pipe.
AGPL-3.0-only.
Release files for metralectl 0.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| metralectl-0.1.1.tar.gz | 625.3 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| metralectl-0.1.1-py3-none-musllinux_1_2_x86_64.whl | Python 3 | none | Linux musl 1.2+ x86-64 | Details |
| metralectl-0.1.1-py3-none-musllinux_1_2_aarch64.whl | Python 3 | none | Linux musl 1.2+ ARM64 | Details |
| metralectl-0.1.1-py3-none-manylinux_2_17_x86_64.whl | Python 3 | none | Linux glibc 2.17+ x86-64 | Details |
| metralectl-0.1.1-py3-none-manylinux_2_17_aarch64.whl | Python 3 | none | Linux glibc 2.17+ ARM64 | Details |
| metralectl-0.1.1-py3-none-macosx_11_0_arm64.whl | Python 3 | none | macOS 11.0+ ARM64 | Details |
| metralectl-0.1.1-py3-none-macosx_10_12_x86_64.whl | Python 3 | none | macOS 10.12+ x86-64 | Details |
Total release size: 27.1 MB
Release files / metralectl-0.1.1.tar.gz
| Download URL | metralectl-0.1.1.tar.gz |
|---|---|
| Size | 625.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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Transparency logRelease files / metralectl-0.1.1-py3-none-musllinux_1_2_x86_64.whl
| Download URL | metralectl-0.1.1-py3-none-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 4.7 MB |
| Tags | Linux musl 1.2+ x86-64 Python 3 |
|
SHA-256 checksum How to use checksums |
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|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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Transparency logRelease files / metralectl-0.1.1-py3-none-musllinux_1_2_aarch64.whl
| Download URL | metralectl-0.1.1-py3-none-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 4.4 MB |
| Tags | Linux musl 1.2+ ARM64 Python 3 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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.
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Transparency logRelease files / metralectl-0.1.1-py3-none-manylinux_2_17_x86_64.whl
| Download URL | metralectl-0.1.1-py3-none-manylinux_2_17_x86_64.whl |
|---|---|
| Size | 4.5 MB |
| Tags | Linux glibc 2.17+ x86-64 Python 3 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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.
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PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
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Transparency logRelease files / metralectl-0.1.1-py3-none-manylinux_2_17_aarch64.whl
| Download URL | metralectl-0.1.1-py3-none-manylinux_2_17_aarch64.whl |
|---|---|
| Size | 4.2 MB |
| Tags | Linux glibc 2.17+ ARM64 Python 3 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
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|
Provenance
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Transparency logRelease files / metralectl-0.1.1-py3-none-macosx_11_0_arm64.whl
| Download URL | metralectl-0.1.1-py3-none-macosx_11_0_arm64.whl |
|---|---|
| Size | 4.2 MB |
| Tags | Python 3 macOS 11.0+ ARM64 |
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|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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Transparency logRelease files / metralectl-0.1.1-py3-none-macosx_10_12_x86_64.whl
| Download URL | metralectl-0.1.1-py3-none-macosx_10_12_x86_64.whl |
|---|---|
| Size | 4.5 MB |
| Tags | Python 3 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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.
PyPI Publish Attestation
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