Back to Gap Map Model components / Inference code

FastDeploy

PaddlePaddle
open source / Overall score: 3.0

FastDeploy is an inference and deployment toolkit for large language models and vision language models built on PaddlePaddle, shipping out-of-the-box deployment paths for production serving.

The `fastdeploy-python` package on PyPI resolves to this repository but drew 323 downloads in the trailing 30 days, so it measures a minority channel and is not declared.

Openness

5 medium confidence
5.0
license
Apache-2.0(OSI)
source
public(the published repository is the engine)
core features withheld
no — no enterprise path in the repository root and no paid build of the engine in the README

The LICENSE body is the unmodified Apache-2.0 text. The repository is public, active and builds the engine itself, with no enterprise or paid tier in the root tree or README.

Adoption

2 low confidence
2.0

FastDeploy has no declared package artifact, so GitHub stars are the only adoption signal available. A star is not a use, so this reading is a floor on adoption rather than a full account of it.

Capability

4 medium confidence
4.0

FastDeploy sits a tier below vLLM. It serves both language and vision-language models, but within the PaddlePaddle ecosystem rather than across the broader model and hardware range vLLM covers.

Verified 2026-09-27