Large Language Model

A large language model (LLM) is a type of machine learning model designed for understanding, generating, and interacting with human language. These models are trained on extensive datasets containing text from books, articles, websites, and other sources to learn patterns, context, and semantics in language. LLMs are widely used in applications like chatbots, code generation, translation, summarization, and more. They are often built using transformer architectures and are central to the field of generative AI.

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ollama /ollama

Star158k

Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.

go golang llama gemma mistral llm llms llava llama2 ollama qwen deepseek llama3 phi4 gemma3 gemma3n gpt-oss

UpdatedDec 16, 2025
Go

huggingface /transformers

Star154k

🤗 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.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek

UpdatedDec 16, 2025
Python

langchain-ai /langchain

Star122k

🦜🔗 The platform for reliable agents.

python open-source enterprise framework ai gemini openai multiagent agents ai-agents rag pydantic llm generative-ai chatgpt langchain anthropic ai-agents-framework aiagentframework

UpdatedDec 15, 2025
Python

langgenius /dify

Star122k

Production-ready platform for agentic workflow development.

python agent workflow automation ai mcp nextjs orchestration gemini openai gpt low-code no-code rag gpt-4 llm genai agentic-framework agentic-workflow agentic-ai

UpdatedDec 16, 2025
TypeScript

open-webui /open-webui

Star118k

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

ui ai mcp openapi self-hosted openai webui rag llm llms ollama llm-ui ollama-webui llm-webui open-webui

UpdatedDec 15, 2025
Svelte

rasbt /LLMs-from-scratch

Star81.1k

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

python machine-learning ai deep-learning chatbot transformers pytorch artificial-intelligence neural-networks gpt language-model from-scratch large-language-models llm generative-ai chatgpt

UpdatedDec 16, 2025
Jupyter Notebook

browser-use /browser-use

Star73.8k

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

python browser-automation ai-agents playwright ai-tools llm browser-use

UpdatedDec 16, 2025
Python

mlabonne /llm-course

Star70.4k

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

machine-learning roadmap course large-language-models llm

UpdatedJun 4, 2025

infiniflow /ragflow

Star69.9k

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

agent ai deep-learning mcp multi-agent openai document-parser ai-search rag document-understanding llm agentic retrieval-augmented-generation ollama deepseek graphrag agentic-workflow agentic-ai deepseek-r1 deep-research

UpdatedDec 16, 2025
Python

firecrawl /firecrawl

Star69.8k

🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data

markdown crawler scraper ai html-to-markdown web-crawler scraping web-scraper web-scraping data-extraction webscraping web-data-extraction ai-agents web-search ai-search web-data llm ai-crawler ai-scraping

UpdatedDec 16, 2025
TypeScript

OpenHands /OpenHands

Star65.7k

🙌 OpenHands: AI-Driven Development

agent cli artificial-intelligence openai developer-tools gpt llm chatgpt claude-ai

UpdatedDec 16, 2025
Python

vllm-project /vllm

Sponsor

Star65.5k

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

amd cuda inference pytorch transformer openai moe llama gpt model-serving tpu kimi blackwell llm llm-serving qwen deepseek deepseek-v3 qwen3 gpt-oss

UpdatedDec 16, 2025
Python

hiyouga /LLaMA-Factory

Star64k

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

nlp agent ai transformers moe llama gpt lora quantization gemma fine-tuning peft large-language-models llm rlhf instruction-tuning qlora qwen deepseek llama3

UpdatedDec 15, 2025
Python

FoundationAgents /MetaGPT

Star60.7k

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

agent multi-agent gpt llm metagpt

UpdatedOct 4, 2025
Python

Mintplex-Labs /anything-llm

Sponsor

Star52.2k

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

mcp web-scraping no-code ai-agents kimi multimodal rag moonshot vector-database llm localai local-llm ollama lmstudio deepseek llama3 custom-ai-agents mcp-servers qwen3

UpdatedDec 15, 2025
JavaScript

unslothai /unsloth

Sponsor

Star49.5k

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.

agent text-to-speech reinforcement-learning tts openai llama gemma mistral fine-tuning voice-cloning llm llms qwen deepseek unsloth llama3 deepseek-r1 gemma3 qwen3 gpt-oss

UpdatedDec 16, 2025
Python

pathwaycom /llm-app

Star47.8k

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

machine-learning real-time chatbot pathway open-ai rag vector-database hugging-face llm llmops vector-index llm-prompting llm-security llm-local retrieval-augmented-generation

UpdatedDec 9, 2025
Jupyter Notebook

run-llama /llama_index

Star45.8k

LlamaIndex is the leading framework for building LLM-powered agents over your data.

application data framework agents fine-tuning multi-agents rag vector-database llm llamaindex

UpdatedDec 16, 2025
Python

jeecgboot /JeecgBoot

Star44.7k

🔥AI低代码平台，助力企业快速实现低代码开发和构建AI应用！成熟的AI应用平台：涵盖AI应用、AI模型、AI聊天助手、知识库、AI流程编排、MCP和插件，聊天式业务操作等，兼容多种大模型；提供强大代码生成器：实现前后端一键生成，无需手写代码! 引领AI开发模式：AI生成→在线配置→代码生成→手工合并，解决Java项目80%重复工作，提升效率节省成本，又不失灵活~

agent ai mcp codegenerator antd springboot activiti mybatis-plus springcloud low-code flowable rag aiflow vue3 ant-design-vue springboot3 llm langchain4j spring-ai deepseek

UpdatedDec 15, 2025
Java

mem0ai /mem0

Star44.3k

Universal memory layer for AI Agents

python application state-management ai memory chatbots memory-management agents hacktoberfest ai-agents long-term-memory rag llm chatgpt genai

UpdatedDec 16, 2025
Python

Followers: 1.4k followers
Website: github.com/topics/llm
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Large Language Model

Here are 32,368 public repositories matching this topic...

ollama /ollama

huggingface /transformers

langchain-ai /langchain

langgenius /dify

open-webui /open-webui

rasbt /LLMs-from-scratch

browser-use /browser-use

mlabonne /llm-course

infiniflow /ragflow

firecrawl /firecrawl

OpenHands /OpenHands

vllm-project /vllm

hiyouga /LLaMA-Factory

FoundationAgents /MetaGPT

Mintplex-Labs /anything-llm

unslothai /unsloth

pathwaycom /llm-app

run-llama /llama_index

jeecgboot /JeecgBoot

mem0ai /mem0

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