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Model Serving & MLOps tools 30 tools

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30 tools

ollama Healthy open source

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

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.

datachain Healthy open source
ebook2audiobook Healthy open source

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

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.

vllm Healthy open source

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

sglang Healthy open source

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

rocketride-server Healthy open source
Unsloth Healthy open source
pixeltable Healthy open source

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

zenml Healthy open source

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

jan Healthy open source

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

ComfyUI Healthy open source

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

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.

kitops Healthy 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.

metaflow Healthy open source

Build, Manage and Deploy AI/ML Systems

BentoML Healthy open source

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

voicebox Healthy open source

The open-source voice synthesis studio

model2vec Healthy open source
tensorzero At Risk open source Archived
plexe At Risk open source
deepfabric Mixed open source
opacus Healthy open source

Training PyTorch models with differential privacy

gallery Healthy open source

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

mflux Healthy open source

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

SwarmUI Mixed open source
pruna Healthy open source
speaches At Risk open source

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

LibreTranslate Healthy open source

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

BirdNET-Analyzer At Risk open source

BirdNET analyzer for scientific audio data processing.

Beta — feedback welcome: [email protected]