Skip to main content

smg-grpc-servicer

gRPC servicer implementations for LLM inference engines. Supports vLLM, MLX, TokenSpeed, and SGLang.

Installation

For vLLM:

pip install smg-grpc-servicer[vllm]

For MLX:

pip install smg-grpc-servicer[mlx]

For TokenSpeed, install the TokenSpeed runtime first, then install the servicer bridge:

pip install smg-grpc-servicer

For SGLang:

pip install smg-grpc-servicer[sglang]

Usage

vLLM

vllm serve meta-llama/Llama-2-7b-hf --grpc

MLX

python -m smg_grpc_servicer.mlx --model meta-llama/Llama-2-7b-hf --host 0.0.0.0 --port 50051

TokenSpeed

python -m smg_grpc_servicer.tokenspeed --model meta-llama/Llama-2-7b-hf --host 0.0.0.0 --port 50051

SGLang

sglang serve --model-path meta-llama/Llama-2-7b-hf --grpc-mode

Architecture

smg-grpc-servicer[vllm]    ──optional dep──>  vllm       (lazy import)
smg-grpc-servicer[mlx]     ──optional dep──>  mlx-lm     (lazy import)
smg-grpc-servicer          ──external runtime──>  tokenspeed (lazy import)
smg-grpc-servicer[sglang]  ──optional dep──>  sglang     (lazy import)
smg-grpc-servicer          ──depends on────>  smg-grpc-proto  (hard dependency)
vllm                       ──optional──────>  smg-grpc-servicer (via vllm serve --grpc)
sglang                     ──optional──────>  smg-grpc-servicer (via --grpc-mode)

Backend dependencies are isolated via extras or runtime installs to avoid conflicts between vLLM, MLX, TokenSpeed, and SGLang.

Development

See DEVELOPMENT.md for local development setup, CI, and release workflows.

Release files for tokenspeed-smg-grpc-servicer 0.6.0.post20260710

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for tokenspeed-smg-grpc-servicer 0.6.0.post20260710
File Size Uploaded
tokenspeed_smg_grpc_servicer-0.6.0.post20260710.tar.gz 109.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for tokenspeed-smg-grpc-servicer 0.6.0.post20260710
File Interpreter ABI Platform
tokenspeed_smg_grpc_servicer-0.6.0.post20260710-py3-none-any.whl Python 3 none any Details

Total release size: 222.2 kB

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260710.tar.gz

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260710.tar.gz
Size 109.3 kB
Tags Source
SHA-256 checksum
How to use checksums
b5926052331163c1986d8db8fdf86637d16016b57950664f792bef4485493d4c
BLAKE2b-256 checksum
How to use checksums
3637b77d97e2bdc718839ed9a8168f379da19d79c41df109fd2a56fb2777ca26
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

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 Jul 9, 2026.

Transparency log

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260710-py3-none-any.whl

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260710-py3-none-any.whl
Size 112.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
adaad530b9881ac3c71bef5d97ada282bf8c6466506b106de97cef4ddec6e33a
BLAKE2b-256 checksum
How to use checksums
ddaff760b37cf15fa1f73f3036aa8311bd70ab2b85a3883557d3089988b4f2dc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

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 Jul 9, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.6.0.post20260710 This release

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