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Model Serving & MLOps tools 30 tools

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30 tools

rocketride-server Healthy open source
LocalAI Healthy open source

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

metaflow Healthy open source

Build, Manage and Deploy AI/ML Systems

datachain Healthy open source
Unsloth Mixed open source
ollama Mixed open source

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

jan Mixed open source

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.

zenml Healthy open source

ZenML : One AI Platform from Pipelines to Agents. https://zenml.io.

pixeltable Healthy open source

Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.

ComfyUI Mixed open source

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

ebook2audiobook Healthy open source

Generate audiobooks from e-books, voice cloning & 1158+ languages!

vllm Healthy open source

A high-throughput and memory-efficient inference and serving engine for LLMs

gallery Mixed open source

A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.

sglang Healthy open source

SGLang is a high-performance serving framework for large language models and multimodal models.

tensorzero Healthy open source
model2vec Mixed open source
SwanLab Healthy open source

⚡SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

kitops Mixed open source

An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

LibreTranslate At Risk open source

Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.

opacus At Risk open source

Training PyTorch models with differential privacy

BentoML Mixed open source

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

plexe At Risk open source
pruna Mixed open source
SwarmUI At Risk open source
ray Healthy open source

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

deepfabric At Risk open source
speaches At Risk open source

OpenAI API-compatible server for streaming transcription, translation, and speech generation

BirdNET-Analyzer At Risk open source

BirdNET analyzer for scientific audio data processing.

mflux Mixed open source

MLX native implementations of state-of-the-art generative image models

voicebox Mixed open source

The open-source voice synthesis studio

Beta — feedback welcome: [email protected]