Refolk

Top LLM repositories on GitHub

Large language model frameworks, agents, runtimes, and inference servers.

Ranked by stars across 5,932 repositories tagged llm. Refreshed daily.

  1. 1
    affaan-m/ECC218,952 · ⑂ 33,574

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    • ai-agents
    • anthropic
    • claude
    • claude-code
    • developer-tools
    • llm
  2. 2
    NousResearch/hermes-agent198,487 · ⑂ 35,219

    The agent that grows with you

    • ai
    • ai-agent
    • ai-agents
    • llm
    • anthropic
    • chatgpt
  3. 3
    Significant-Gravitas/AutoGPT185,047 · ⑂ 46,125

    AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

    • ai
    • openai
    • python
    • artificial-intelligence
    • autonomous-agents
    • llama-api
  4. 4
    ollama/ollama174,621 · ⑂ 16,701

    Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

    • llama
    • llm
    • llms
    • go
    • golang
    • ollama
  5. 5
    f/prompts.chat163,992 · ⑂ 21,253

    f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

    • chatgpt
    • ai
    • artificial-intelligence
    • awesome-list
    • chatgpt-prompts
    • claude
  6. 6
    huggingface/transformers161,762 · ⑂ 33,563

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    • nlp
    • natural-language-processing
    • pytorch
    • pytorch-transformers
    • transformer
    • model-hub
  7. 7
    langgenius/dify146,000 · ⑂ 22,960

    Production-ready platform for agentic workflow development.

    • ai
    • gpt
    • llm
    • openai
    • python
    • rag
  8. 8
    open-webui/open-webui142,459 · ⑂ 20,485

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

    • ollama
    • ollama-webui
    • llm
    • webui
    • self-hosted
    • llm-ui
  9. 9
    langchain-ai/langchain139,781 · ⑂ 23,182

    The agent engineering platform.

    • ai
    • anthropic
    • gemini
    • langchain
    • llm
    • openai
  10. 10
    firecrawl/firecrawl135,930 · ⑂ 7,890

    The API to search, scrape, and interact with the web at scale. 🔥

    • ai
    • crawler
    • markdown
    • scraper
    • html-to-markdown
    • llm
  11. 11
    browser-use/browser-use99,786 · ⑂ 11,127

    🌐 Make websites accessible for AI agents. Automate tasks online with ease.

    • llm
    • ai-agents
    • ai-tools
    • browser-automation
    • python
    • browser-use
  12. 12
    rasbt/LLMs-from-scratch97,465 · ⑂ 14,927

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    • gpt
    • large-language-models
    • llm
    • python
    • pytorch
    • ai
  13. 13
    TauricResearch/TradingAgents87,686 · ⑂ 16,934

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    • agent
    • finance
    • llm
    • multiagent
    • trading
  14. 14
    vllm-project/vllm83,440 · ⑂ 18,275

    A high-throughput and memory-efficient inference and serving engine for LLMs

    • gpt
    • llm
    • pytorch
    • model-serving
    • transformer
    • llm-serving
  15. 15
    mlabonne/llm-course80,256 · ⑂ 9,352

    Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

    • course
    • llm
    • machine-learning
    • roadmap
    • large-language-models
  16. 16
    OpenHands/OpenHands77,875 · ⑂ 9,900

    🙌 OpenHands: AI-Driven Development

    • agent
    • artificial-intelligence
    • llm
    • chatgpt
    • claude-ai
    • cli
  17. 17
    JuliusBrussee/caveman75,229 · ⑂ 4,244

    🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

    • ai
    • anthropic
    • caveman
    • claude
    • claude-code
    • llm
  18. 18
    hiyouga/LlamaFactory72,315 · ⑂ 8,849

    Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

    • fine-tuning
    • llama
    • llm
    • peft
    • transformers
    • rlhf
  19. 19
    bytedance/deer-flow72,137 · ⑂ 9,788

    An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

    • agent
    • agentic
    • agentic-framework
    • agentic-workflow
    • ai
    • ai-agents
  20. 20
    FoundationAgents/MetaGPT68,934 · ⑂ 8,806

    🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

    • agent
    • gpt
    • llm
    • metagpt
    • multi-agent
  21. 21
    shareAI-lab/learn-claude-code67,607 · ⑂ 10,999

    Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

    • agent
    • claude-code
    • teaching
    • agent-development
    • ai-agent
    • claude
  22. 22
    unslothai/unsloth66,993 · ⑂ 6,018

    Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

    • fine-tuning
    • llama
    • llms
    • mistral
    • gemma
    • llama3
  23. 23
    rtk-ai/rtk64,301 · ⑂ 3,962

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

    • agentic-coding
    • ai-coding
    • anthropic
    • claude-code
    • cli
    • command-line-tool
  24. 24
    Mintplex-Labs/anything-llm61,869 · ⑂ 6,751

    Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

    • rag
    • localai
    • vector-database
    • llm
    • ai-agents
    • multimodal
  25. 25
    datawhalechina/hello-agents60,594 · ⑂ 7,467

    📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

    • agent
    • tutorial
    • llm
    • rag

Find engineers shipping LLM

The list above ranks the most-starred public repositories tagged with the LLM topic, drawn from the public GitHub graph. Across 5,932 repositories tagged this way, the maintainers and top contributors are a tight cluster of the people actually building LLM.

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Refolk searched GitHub for public repositories tagged with the LLM topic, ranked them by stargazer count, and kept those with at least 50 stars. The list refreshes once a day.

Last refreshed: Sun, 21 Jun 2026 07:11:16 GMT

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