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.
- 1affaan-m/ECC★ 218,952 · ⑂ 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
- 2NousResearch/hermes-agent★ 198,487 · ⑂ 35,219
The agent that grows with you
- ai
- ai-agent
- ai-agents
- llm
- anthropic
- chatgpt
- 3Significant-Gravitas/AutoGPT★ 185,047 · ⑂ 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
- 4ollama/ollama★ 174,621 · ⑂ 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
- 5f/prompts.chat★ 163,992 · ⑂ 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
- 6huggingface/transformers★ 161,762 · ⑂ 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
- 7langgenius/dify★ 146,000 · ⑂ 22,960
Production-ready platform for agentic workflow development.
- ai
- gpt
- llm
- openai
- python
- rag
- 8open-webui/open-webui★ 142,459 · ⑂ 20,485
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- ollama
- ollama-webui
- llm
- webui
- self-hosted
- llm-ui
- 9langchain-ai/langchain★ 139,781 · ⑂ 23,182
The agent engineering platform.
- ai
- anthropic
- gemini
- langchain
- llm
- openai
- 10firecrawl/firecrawl★ 135,930 · ⑂ 7,890
The API to search, scrape, and interact with the web at scale. 🔥
- ai
- crawler
- markdown
- scraper
- html-to-markdown
- llm
- 11browser-use/browser-use★ 99,786 · ⑂ 11,127
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- llm
- ai-agents
- ai-tools
- browser-automation
- python
- browser-use
- 12rasbt/LLMs-from-scratch★ 97,465 · ⑂ 14,927
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- 13TauricResearch/TradingAgents★ 87,686 · ⑂ 16,934
TradingAgents: Multi-Agents LLM Financial Trading Framework
- agent
- finance
- llm
- multiagent
- trading
- 14vllm-project/vllm★ 83,440 · ⑂ 18,275
A high-throughput and memory-efficient inference and serving engine for LLMs
- gpt
- llm
- pytorch
- model-serving
- transformer
- llm-serving
- 15mlabonne/llm-course★ 80,256 · ⑂ 9,352
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
- course
- llm
- machine-learning
- roadmap
- large-language-models
- 16OpenHands/OpenHands★ 77,875 · ⑂ 9,900
🙌 OpenHands: AI-Driven Development
- agent
- artificial-intelligence
- llm
- chatgpt
- claude-ai
- cli
- 17JuliusBrussee/caveman★ 75,229 · ⑂ 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
- 18hiyouga/LlamaFactory★ 72,315 · ⑂ 8,849
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
- fine-tuning
- llama
- llm
- peft
- transformers
- rlhf
- 19bytedance/deer-flow★ 72,137 · ⑂ 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
- 20FoundationAgents/MetaGPT★ 68,934 · ⑂ 8,806
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- agent
- gpt
- llm
- metagpt
- multi-agent
- 21shareAI-lab/learn-claude-code★ 67,607 · ⑂ 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
- 22unslothai/unsloth★ 66,993 · ⑂ 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
- 23rtk-ai/rtk★ 64,301 · ⑂ 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
- 24Mintplex-Labs/anything-llm★ 61,869 · ⑂ 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
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.
Looking for engineers who’ve worked on LLM for real, not just listed it on LinkedIn? The fastest path is the contributor list of these repos. Their commits, issues, and READMEs are public proof of depth.
Refolk turns this list into a search. Ask for “maintainers of top LLM repos who are hiring”, “LLM engineers in San Francisco”, or “founders shipping LLM” and Refolk returns a ranked shortlist with sources.
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