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.

Metadata

Release files for tokenspeed-smg-grpc-servicer 0.6.0.post20260630

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.post20260630
File Size Uploaded
tokenspeed_smg_grpc_servicer-0.6.0.post20260630.tar.gz 98.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for tokenspeed-smg-grpc-servicer 0.6.0.post20260630
File Interpreter ABI Platform
tokenspeed_smg_grpc_servicer-0.6.0.post20260630-py3-none-any.whl Python 3 none any Details

Total release size: 199.8 kB

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260630.tar.gz

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260630.tar.gz
Size 98.9 kB
Tags Source
SHA-256 checksum
How to use checksums
28ac666fb1c909cfaaf5d6cdd0fe1f2dbf1c4d32e2a058624dc7ac1b7cc3768c
BLAKE2b-256 checksum
How to use checksums
f987f7026740e153f15869f5561ef21a5c39d0d9d6b41c72a1124e2380909d21
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 Jun 30, 2026.

Transparency log

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260630-py3-none-any.whl

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260630-py3-none-any.whl
Size 101.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
7dd352c64c87beb73904fbc51aaa14270e1637c28a10ec6b36a48965699b545b
BLAKE2b-256 checksum
How to use checksums
ad62f2bb9c16ad5ea854ebaaa1229475dcca1c1475175c5e9b6972df6bfff75b
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 Jun 30, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.6.0.post20260630 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