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.post20260716

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.post20260716
File Size Uploaded
tokenspeed_smg_grpc_servicer-0.6.0.post20260716.tar.gz 109.5 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for tokenspeed-smg-grpc-servicer 0.6.0.post20260716
File Interpreter ABI Platform
tokenspeed_smg_grpc_servicer-0.6.0.post20260716-py3-none-any.whl Python 3 none any Details

Total release size: 222.5 kB

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260716.tar.gz

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260716.tar.gz
Size 109.5 kB
Tags Source
SHA-256 checksum
How to use checksums
71fc3a103b12e1124cd801bbb810b19b77de2fea803230f8ef1ab955ca35a546
BLAKE2b-256 checksum
How to use checksums
8131497436986a90b6b3117b1dd26ad179caf9a7dcebda419b59d62d403719c8
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 16, 2026.

Transparency log

Release files / tokenspeed_smg_grpc_servicer-0.6.0.post20260716-py3-none-any.whl

Download URL tokenspeed_smg_grpc_servicer-0.6.0.post20260716-py3-none-any.whl
Size 113.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
3c9148e0e36c97637cd7c6e6530a9d4c0d8f2de50363558201602009d8ce5190
BLAKE2b-256 checksum
How to use checksums
01093387e4be7a44946be807a36bafcd5118198d4d57679eb0fae6d53a276904
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 16, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.6.0.post20260716 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