Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

pyserq

serQ in Python. serQ is a language in which an LLM serving deployment is a program; pyserq compiles a program to its IR and runs it, in process, and gives what the serq CLI gives.

import pyserq
p = pyserq.compile("mg1.sq", sets={"lam": 0.8}, seed=10, horizon=250000, warmup=25000)
r = pyserq.run(p)            # the GIL is released while it runs
r.json()                     # what `serq run --json` prints
o = r.client["response"]      # o.mean, o.ci, o.samples, o.times
pyserq.draw("mg1.sq", format="svg")  # what `serq draw --format svg` prints
pip install pyserq           # a release
pip install --pre pyserq     # the latest commit on main (X.Y.Z.devN)

Wheels: linux x86_64 (manylinux), macOS arm64; Python 3.9 and later (abi3). The version is serq's: pyserq.__version__ is the crate it was built from.

Metadata

Release files for pyserq 0.1.6.dev10

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

Built distributions (wheels)

Table of built distributions (wheels) for pyserq 0.1.6.dev10
File Interpreter ABI Platform
pyserq-0.1.6.dev10-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
pyserq-0.1.6.dev10-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 3.1 MB

Release files / pyserq-0.1.6.dev10-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyserq-0.1.6.dev10-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.6 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
d2403ba751cf22144ec3d0568f17ba8aef0b323037bd73b12b5d79977c4d091b
BLAKE2b-256 checksum
How to use checksums
2d4468c83226a895f56d3a1ae74df6ea23c163c6c51d28e5cb718cb47115e7f7
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 14, 2026.

Transparency log

Release files / pyserq-0.1.6.dev10-cp39-abi3-macosx_11_0_arm64.whl

Download URL pyserq-0.1.6.dev10-cp39-abi3-macosx_11_0_arm64.whl
Size 1.5 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
a06a0e4d1bbe49504078c6ec3976876638192a95f369a88b79983e0eff4ad5df
BLAKE2b-256 checksum
How to use checksums
428bdde82d40ea8623ed54953e3c25edc0a578ea1e20acd5c26d08e81c65a038
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 14, 2026.

Transparency log

Release history Release notifications | RSS feed

0.1.6

2 release files

This release

0.1.6.dev10 This release

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

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