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.observe("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 0.1.5.dev20

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 0.1.5.dev20
File Interpreter ABI Platform
pyserq-0.1.5.dev20-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
pyserq-0.1.5.dev20-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 2.6 MB

Release files / pyserq-0.1.5.dev20-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyserq-0.1.5.dev20-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.3 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
5171f339b4e29811fef45ca24fca63ace94c2b0ad6754f8a49bf50c0dff292ef
BLAKE2b-256 checksum
How to use checksums
228cf924d71d689b074453d08128558fccb44d887e62b888bb37585aca251ea9
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 10, 2026.

Transparency log

Release files / pyserq-0.1.5.dev20-cp39-abi3-macosx_11_0_arm64.whl

Download URL pyserq-0.1.5.dev20-cp39-abi3-macosx_11_0_arm64.whl
Size 1.2 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
91c7c37810cc19d96a6109ecfa2ac8c17d3e7d098801a92e675c8d3d9cf3b98b
BLAKE2b-256 checksum
How to use checksums
0ab0311fbc5e239b8c8f5456e9bd60e6239a14d088dcdc197312830326edd18f
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 10, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.1.5.dev20 This release

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