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Curated list of Federated Learning Systems related academic papers, articles, tutorials, slides and projects.
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systemdesigner.net
System Designer - ML Systems provides AI-assisted learning, courses, tutorials, or study support.
eugeneyan.com
Patterns for Building LLM-based Systems & Products provides machine-learning models, research, training resources, or evaluation tools.
madewithml.com
An open course on designing, developing, deploying, and iterating on production ML systems.
hopsworks.ai
Build, deploy, and scale production ML systems with Hopsworks. The Feature Store and MLOps platform for real-time AI, trusted by teams.
github.com
LLMFlows is a framework for building simple, explicit, and transparent LLM applications such as chatbots, question-answering systems, and agents.
github.com
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
agenta.ai
Agenta supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
amadeuscode.com
Amadeus Code supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
A curated list of tools and resources for building production RAG systems.
getburnrate.io
BurnRate supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
deepspeed.ai
DeepSpeed supports deploying, serving, monitoring, or operating AI and machine-learning systems.
dify.ai
Dify supports deploying, serving, monitoring, or operating AI and machine-learning systems.
blog.dominodatalab.com
Dominodatalab supports deploying, serving, monitoring, or operating AI and machine-learning systems.
github.com
Open-source project that supports deploying, serving, monitoring, or operating AI and machine-learning systems.
oracle.github.io
GraphPipe supports deploying, serving, monitoring, or operating AI and machine-learning systems.
groq.com
Groq supports deploying, serving, monitoring, or operating AI and machine-learning systems.