Model Serving

Ollama for classical ML models. AOT compiler that turns XGBoost, LightGBM, scikit-learn, CatBoost & ONNX models into native C99 inference code. One command to load, one command to serve. 336x faster than Python inference.

FastAPI Skeleton App to serve machine learning models production-ready.

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

xFasterTransformer — open-source AI/LLM project.

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

A REST API for Caffe using Docker and Go

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.

Work with LLMs on a local environment using containers

This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.