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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.

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Release files for pyserq 0.1.7a2.dev5

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Table of built distributions (wheels) for pyserq 0.1.7a2.dev5
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pyserq-0.1.7a2.dev5-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
pyserq-0.1.7a2.dev5-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 3.3 MB

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Download URL pyserq-0.1.7a2.dev5-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
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Download URL pyserq-0.1.7a2.dev5-cp39-abi3-macosx_11_0_arm64.whl
Size 1.6 MB
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