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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.dev8

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.dev8
File Interpreter ABI Platform
pyserq-0.1.6a11.dev8-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.dev8-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.dev8-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyserq-0.1.6a11.dev8-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
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Release files / pyserq-0.1.6a11.dev8-cp39-abi3-macosx_11_0_arm64.whl

Download URL pyserq-0.1.6a11.dev8-cp39-abi3-macosx_11_0_arm64.whl
Size 1.5 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
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Uploaded via twine/7.0.0 CPython/3.13.14

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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.

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0.1.6

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0.1.6a11.dev8 This release

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0.1.5

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0.1.4

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0.1.3

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0.1.2

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0.1.1

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0.1.0

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