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.
1 maintainer
Metadata
1 maintainer
Release files for pyserq 0.1.6a12.dev5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyserq-0.1.6a12.dev5-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| pyserq-0.1.6a12.dev5-cp39-abi3-macosx_11_0_arm64.whl | CPython 3.9 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 3.3 MB
Release files / pyserq-0.1.6a12.dev5-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pyserq-0.1.6a12.dev5-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 |
d02e67f105e80c83d075c1189c3f32dd6f1c76a516eb342f1e7de35b9e13e4a8
|
|
BLAKE2b-256 checksum How to use checksums |
f3012e231812b800c55c7324f0db993f2040851e760d49ced9ae24d254a1c2e4
|
| 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 logRelease files / pyserq-0.1.6a12.dev5-cp39-abi3-macosx_11_0_arm64.whl
| Download URL | pyserq-0.1.6a12.dev5-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 |
491dc6087d9f97734dce8fec2d5c34f62407560da9299795786c6e5faf3526e8
|
|
BLAKE2b-256 checksum How to use checksums |
e06b8b3bbb1e04e1fdc449b4358369f0c132f95cc0df6811cb745c4e8fdf0084
|
| 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
