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 0.1.6
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-0.1.6-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-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-0.1.6-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pyserq-0.1.6-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 |
b46bb8e34d58b142f5131007360593dac10db314f49bdcacb46b8c93052e7ac5
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twine/7.0.0 CPython/3.13.14
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Transparency logRelease files / pyserq-0.1.6-cp39-abi3-macosx_11_0_arm64.whl
| Download URL | pyserq-0.1.6-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 |
e7da56d8c24a199eae28dc2b20cdcb93405cd57f286b7f6c59325b9955194858
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4efe4836a133a3b3f387440bc7c7b0839775631f1b05791feea29e10f481109c
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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PyPI Publish Attestation
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Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
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