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 0.8.0.post20260815

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 0.8.0.post20260815
File Size Uploaded
tokenspeed_smg_grpc_servicer-0.8.0.post20260815.tar.gz 109.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for tokenspeed-smg-grpc-servicer 0.8.0.post20260815
File Interpreter ABI Platform
tokenspeed_smg_grpc_servicer-0.8.0.post20260815-py3-none-any.whl Python 3 none any Details

Total release size: 223.4 kB

Release files / tokenspeed_smg_grpc_servicer-0.8.0.post20260815.tar.gz

Download URL tokenspeed_smg_grpc_servicer-0.8.0.post20260815.tar.gz
Size 109.9 kB
Tags Source
SHA-256 checksum
How to use checksums
22d57bd0383815ee48f4b8336ea01a102d6fde2908b96b05254bc2164f90569e
BLAKE2b-256 checksum
How to use checksums
f48eea2e083979e11d4f1d2f3c7e5c9e586bfdc03746e774c615d4d032374d7a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

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 Aug 14, 2026.

Transparency log

Release files / tokenspeed_smg_grpc_servicer-0.8.0.post20260815-py3-none-any.whl

Download URL tokenspeed_smg_grpc_servicer-0.8.0.post20260815-py3-none-any.whl
Size 113.5 kB
Tags Python 3
SHA-256 checksum
How to use checksums
9a82cf846bd87d39a9b27ab6f01e7ef985d032ebfdf2e8dc56dc8fec92395499
BLAKE2b-256 checksum
How to use checksums
8645effbcfa17b2b7ead878834f3d0378bf724deec2d619571f12f31ffd2bcd1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

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 Aug 14, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.8.0.post20260815 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