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Revision as of 11:00, 19 February 2026

Welcome to Leeroopedia

Your ML & Data Knowledge Wiki. Best practices and expert-level knowledge for Machine Learning and Data Engineering, covering 1000+ frameworks and libraries from training to deployment.

Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.

Connect your AI coding agent. Plug Leeroopedia into your favorite coding agent with the Leeroopedia MCP setup guide. Let it search docs, build plans, verify code, and diagnose failures on your behalf.

Go end-to-end. Leeroopedia gives your agent the knowledge. Kapso gives it the ability to act on it: research, experiment, and deploy.

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Category	Description	Browse
Workflows	Step-by-step processes and procedures	Browse All
Principles	Core ideas and foundational knowledge	Browse All
Implementations	Code-level details and modules	Browse All
Heuristics	Best practices and guidelines	Browse All
Environments	Setup and configuration guides	Browse All

Recent Pages

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 == Welcome to {{SITENAME}} ==
-'''Your ML & Data Knowledge Wiki.''' Learnt by AI, built by AI, for AI. A centralized playbook of best practices and expert-level knowledge for Machine Learning and Data domains, covering '''1000+ frameworks and libraries''' — vLLM, SGLang, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more.
+'''Your ML & Data Knowledge Wiki.''' Best practices and expert-level knowledge for Machine Learning and Data Engineering, covering '''1000+ frameworks and libraries''' from training to deployment.
-Whether you're fine-tuning LLMs, optimizing inference serving, building agents, or wiring up RAG pipelines — stop guessing at framework internals. '''Search docs''', '''build plans''', '''verify code''', '''diagnose training failures''', and '''look up battle-tested hyperparameter defaults'''. Every answer cites real KB pages you can drill into.
+Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.
-Want to connect this knowledge base to your AI coding agent? Follow the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide] to plug in your favorite coding agent in under 2 minutes.
+'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent with the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide]. Let it search docs, build plans, verify code, and diagnose failures on your behalf.
-Want to go end-to-end? Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.
+'''Go end-to-end.''' Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.
 == Browse by Category ==

Revision as of 11:00, 19 February 2026

Welcome to Leeroopedia

Browse by Category

Recent Pages

Workflows

Principles

Implementations

Heuristics

Environments