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. A program is the deployment; the workload it serves is a file of its own, given when it runs (workload= a path, or workload_source= its text), as serq run mg1.sq --workload workloads/mg1.sq.

import pyserq
p = pyserq.compile("mg1.sq", workload="workloads/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", workload="workloads/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 0.1.6a11.dev15

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 0.1.6a11.dev15
File Interpreter ABI Platform
pyserq-0.1.6a11.dev15-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
pyserq-0.1.6a11.dev15-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 3.2 MB

Release files / pyserq-0.1.6a11.dev15-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyserq-0.1.6a11.dev15-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.7 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
41930616eac9e6352d9774ee0fb9d934a4d792e42cd094d201ffa5e391d5db48
BLAKE2b-256 checksum
How to use checksums
0a0cabc1f3eb9cbac264f287e9b136faa5c0bb8b49179f837d479a2e7fb5d035
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 15, 2026.

Transparency log

Release files / pyserq-0.1.6a11.dev15-cp39-abi3-macosx_11_0_arm64.whl

Download URL pyserq-0.1.6a11.dev15-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
c90f3ec3ef5108c066c079f8f33bac2f85908dbdbd5f6ec83d54519c7ab03ee6
BLAKE2b-256 checksum
How to use checksums
d44d3e793335ad883224c99b219dad268a061b90451e2ba2c363fe2e78c0b21e
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 15, 2026.

Transparency log

Release history Release notifications | RSS feed

0.1.6

2 release files

This release

0.1.6a11.dev15 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