Mlops

A comprehensive, open-source curriculum for learning AI Infrastructure Engineering over 500+ hours, targeting professionals with 2–4 years of...

vLLM Ascend Plugin is a community-maintained hardware acceleration plugin for vLLM that enables large language model serving on Huawei Ascend...

This is the official GitHub repository for the LLM Engineer's Handbook, a practical guide covering the full lifecycle of building and deploying LLM...

Awesome Open Source AI is a curated directory of open-source AI projects, models, libraries, and tools organized across 14 categories from core...

SwanLab is an open-source AI training tracking and visualization platform designed for model training teams, offering cloud and self-hosted...

An open technical reference and practical guide for machine learning engineers working on large language model and multi-modal model training,...

SIE is an open-source inference engine that consolidates 85+ pre-configured models (embeddings, rerankers, LLMs, OCR, safety guards) into a single,...

CubeStudio is a comprehensive cloud-native MLOps/AI platform designed for enterprise machine learning workflows, supporting distributed training,...

Qdrant is a high-performance vector database and search engine written in Rust, designed for similarity search, semantic matching, and neural...

A structured educational course teaching how to build production-ready AI assistants combining LLMs, RAG (Retrieval-Augmented Generation), and...

Label Studio is an open-source data labeling platform for annotating diverse data types (images, text, audio, video, time series) with a standardized...

KServe is a Kubernetes-native platform for deploying generative and predictive AI inference models at scale, supporting multiple frameworks...

Feast is an open-source feature store that manages offline and online data infrastructure for machine learning, enabling teams to serve consistent...

MLflow is a comprehensive open-source platform for managing the lifecycle of AI applications, specifically optimized for LLM agents, generative AI,...

Awesome AI Tools is a curated directory of artificial intelligence applications, models, and services organized by category (text, code, image,...

Weaviate is an open-source, cloud-native vector database that combines vector similarity search with structured filtering, RAG, and reranking in a...

PyCaret is a self-hosted, low-code AutoML platform for Python that combines a scikit-learn-native ML engine with a FastAPI backend and React UI,...

Giskard is an open-source Python library for testing, evaluating, and red-teaming agentic AI systems. It specializes in dynamic multi-turn agent...

LUPINE is a GPU-over-IP bridge that allows applications on CPU-only machines to transparently access GPUs on remote machines via network protocols....

Lance is an open lakehouse format designed specifically for multimodal AI workloads, enabling hybrid search (vector + full-text + SQL), 100x faster...

KitOps is a CNCF-governed open-source DevOps tool for packaging, versioning, and securely sharing AI/ML projects using OCI container technology. It...

GPU Hot is a real-time NVIDIA GPU monitoring dashboard designed for DevOps engineers and ML/LLM practitioners who need to track GPU utilization...

SkyPilot is a unified control plane for running, managing, and scaling AI workloads across heterogeneous infrastructure—Kubernetes, Slurm, 20+ cloud...

Apache Burr is a Python framework for building stateful AI applications (chatbots, agents, simulations) using composable building blocks with...

MLRun is an open-source MLOps platform for orchestrating AI and ML workflows across their full lifecycle, from data processing to model deployment...

Kubeflow Trainer is a Kubernetes-native platform for distributed AI model training and LLM fine-tuning, supporting PyTorch, JAX, XGBoost,...

A comprehensive tutorial collection for building production-grade GenAI agents, covering the full pipeline from prototyping to enterprise deployment...

ZenML is an orchestration platform for machine learning and AI workflows that abstracts infrastructure complexity and integrates with existing tools...

Pixeltable is a unified multimodal backend that consolidates media storage, model execution, embedding indexing, and endpoint serving into a single...

Great Expectations is a Python library for data quality testing and validation that enables teams to express data expectations as executable unit...