#218 · Primary category: Inference & Local Deploy

pinferencia

ai artificial-intelligence computer-vision data-science deep-learning huggingface inference inference-server machine-learning model-deployment model-serving modelserver nlp paddlepaddle predict python pytorch serving tensorflow transformers

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Project last updated:02/14/23

GitHub Stars

543

Forks

83

Contributors

4

License

Apache-2.0

Why we included this project

Pinferencia is a small Python library that turns a trained model into a REST API and a clean web GUI with only a few lines of code. It serves anything from a plain function to a PyTorch, TensorFlow, or Hugging Face pipeline, so you can prototype locally and then move to Kubeflow, Triton, or TorchServe later thanks to its Kserve-compatible API. That compatibility is the practical part: you get a lightweight way to demo or run small internal deployments without committing to a heavy serving stack. It is not a full platform, more of a fast on-ramp, which suits teams that want a readable path from notebook to endpoint.

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