2026-09 MLOps & Evaluation 分类最佳 AI 开源项目
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
Workflow Engine for Kubernetes
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
scikit-learn: machine learning in Python
Our library for RL environments + evals
slime is an LLM training framework for RL Scaling.
基于Python的开源量化交易平台开发框架
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.