JPMML-Spark

BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.

Microsoft ML for Apache Spark

Simple and Distributed Machine Learning

MLeap

MLeap: Deploy ML Pipelines to Production

MLflow

<img src="https://img.shields.io/github/last-commit/mlflow/mlflow.svg"> - Machine learning orchestration platform