Repository Index

☁️ Build multimodal AI applications with cloud-native stack

• neural-search
• cloud-native
• deep-learning
• machine-learning

Open-source inference platform for language, vision, embedding, reranking, image, audio, and video models. Deploy with multiple engines across heterogeneous hardware, from a laptop to a distributed cluster. Serve models through OpenAI-compatible APIs.

• pytorch
• llm
• artificial-intelligence
• machine-learning

Containers for machine learning

• containers
• cuda
• docker
• machine-learning

A framework for efficient model inference with omni-modality models

• diffusion
• inference
• model-serving
• pytorch

Statistical Machine Intelligence & Learning Engine

• machine-learning
• regression
• clustering
• manifold-learning

A flexible, high-performance serving system for machine learning models

• machine-learning
• deep-learning
• deep-neural-networks
• python

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

• knative
• machine-learning
• model-interpretability
• model-serving

A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances.

• ascend
• cuda
• deepseek
• distributed-inference

Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AMD, NVIDIA GPU PyTorch; multi-speaker, clone-tuning, caption timestamps, SSML, websockets, optional readalong web UI

• fastapi
• tts
• tts-api
• kokoro

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

• kubernetes
• machine-learning
• deployment
• serving

TranslatedOffline translation model server with low resource consumption, fast speed, and private deployment capability.

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

• federated-learning
• deep-learning
• distributed-training
• edge-ai

Hopsworks - Data-Intensive AI platform with a Feature Store

• feature-store
• aws
• azure
• data-science

Detect the sentiment captured in short pieces of text

• docker-image
• machine-learning
• machine-learning-models
• ibm

Generate a summarized description of a body of text

• machine-learning
• docker-image
• deep-neural-networks
• tensorflow-models