Ross ROSS = Recommend OSS · open-source software intelligence for agents

fufankeji/LLMs-Technology-Community-Beyondata resource

《赋范大模型技术社区》是针对各阶大模型学习者量身打造的基于各类大模型,包括环境设置、本地部署、高效微调、开发实战等技能在内的全流程指导! observed · 2026-08-28

github.com/fufankeji/LLMs-Technology-Community-Beyondata observed · 2026-08-28

Health v2 · maintenance only

42/100

  • Activity 46
  • Release rhythm 35
  • Longevity 43

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 602
  • days_rel: n/a
  • days_push: 326
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1009 stars · 160 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Chinese-language LLM technology community repository offering full-pipeline tutorials for large language models, covering environment setup, local deployment, efficient fine-tuning, RAG, Agent development, and MCP tools. Content is hosted as linked guides (mostly on Feishu wiki) targeting learners from beginner to enterprise-level project practice.

Use cases

  • learn how to deploy open-source LLMs locally
  • fine-tune models like Qwen3 or GPT-OSS
  • build RAG systems with multimodal PDF retrieval
  • get started with LangChain and LangGraph for agent development
  • deploy and use MCP tools for AI agents
  • find structured LLM learning path from beginner to enterprise projects

When to choose

  • you want curated, step-by-step Chinese-language LLM tutorials
  • you need guidance spanning deployment, fine-tuning, RAG, and agents in one place
  • you are a beginner transitioning into LLM development

When to avoid

  • you need runnable production software rather than tutorial links
  • you require English-language documentation
  • you want an MIT/Apache-licensed codebase (no license is provided)

Facets

learning-resource · maturity active

llm-inference llm-training rag agent-framework mcp prompt-engineering large-language-models tutorials artificial-intelligence python cross-platform llm-tutorials fine-tuning langchain langgraph dify local-deployment chinese-language community ai-agents retrieval-augmented-generation

1 source

Member repositories

RepositoryRoleHealth v2
fufankeji/LLMs-Technology-Community-Beyondatamain42

For agents

markdown · JSON · MCP: product_card(name="fufankeji/LLMs-Technology-Community-Beyondata")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem