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datawhalechina/tiny-universe ★ 5033 478 DATA_RESEARCH

This repository is an educational collection of minimal, from-scratch implementations of core LLM and generative AI systems, maintained by DataWhale. It is not a single production application; rather, it is a set of self-contained 'Tiny' sub-projects covering a small LLM trained on TinyStories, a RAG pipeline, a ReAct agent, an LLM evaluation harness, a DDPM diffusion model, a Transformer, a GraphRAG system, and an image-based RAG pipeline. Each sub-project has its own README, requirements, and runnable code or notebooks, with heavy Chinese-language comments explaining the underlying theory. The code is intentionally simple and readable rather than production-hardened, and it serves as a teaching resource for understanding how these systems work internally.

RATING: 6.5/10 REPRO: 5.5/10 MAINT: maintained DRIFT: medium
#llm-education #rag #diffusion #graphrag #transformer #llm-agent #llm-evaluation #pytorch #agent #evaluation-metrics #llama #qwen #transformers
▸ 5 reusable components found
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