Best Self-hosted Machine Learning Infrastructure
A curated collection of the best self-hosted foundational systems and services that provide the backbone for building, training, deploying, and maintaining machine learning models at scale.

Memgraph
Memgraph is a scalable, in-memory graph database solution offering high-performance computing and Neo4j compatibility.
Alternative to:



MongoDB

Amazon Neptune

TigerGraph
Memgraph is a scalable, in-memory graph database solution offering high-performance computing and Neo4j compatibility.
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2,941Forks
161Last commit
1 day ago

Bacalhau
Bacalhau is an open-source platform for fast, cost-effective, and secure distributed computing, seamlessly integrating with Docker and WebAssembly workflows.
Bacalhau is an open-source platform for fast, cost-effective, and secure distributed computing, seamlessly integrating with Docker and WebAssembly workflows.
Stars
807Forks
97Last commit
1 day ago
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Beam
A serverless platform that enables developers to run AI and machine learning workloads with instant access to GPUs through simple Python code
Alternative to:

Vertex AI
A serverless platform that enables developers to run AI and machine learning workloads with instant access to GPUs through simple Python code
Stars
792Forks
50Last commit
1 day ago

Groq
Achieve unparalleled AI inference speed and energy efficiency for open models. Integrate quickly with minimal code changes for instant results.
Achieve unparalleled AI inference speed and energy efficiency for open models. Integrate quickly with minimal code changes for instant results.