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

Star163k

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

go golang llama glm minimax gemma mistral llm llms ollama qwen deepseek llama3 gemma3 gpt-oss

UpdatedFeb 20, 2026
Go

huggingface /transformers

Star157k

🤗 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

UpdatedFeb 20, 2026
Python

f /prompts.chat

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Star146k

a.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.

open-source machine-learning typescript ai nextjs artificial-intelligence gemini openai awesome-list gpt prompts claude gpt-4 llm prompt-engineering chatgpt chatgpt-prompts prompts-chat

UpdatedFeb 20, 2026
HTML

langgenius /dify

Star130k

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

UpdatedFeb 20, 2026
TypeScript

langchain-ai /langchain

Star127k

🦜🔗 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 langgraph deepagents

UpdatedFeb 20, 2026
Python

open-webui /open-webui

Star124k

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

UpdatedFeb 20, 2026
Python

rasbt /LLMs-from-scratch

Star85.6k

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

UpdatedFeb 19, 2026
Jupyter Notebook

firecrawl /firecrawl

Star84.2k

🔥 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

UpdatedFeb 20, 2026
TypeScript

browser-use /browser-use

Star78.6k

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

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

UpdatedFeb 20, 2026
Python

mlabonne /llm-course

Star75.4k

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

machine-learning roadmap course large-language-models llm

UpdatedFeb 5, 2026

infiniflow /ragflow

Star73.5k

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

UpdatedFeb 14, 2026
Python

vllm-project /vllm

Sponsor

Star70.8k

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

UpdatedFeb 20, 2026
Python

OpenHands /OpenHands

Star68k

🙌 OpenHands: AI-Driven Development

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

UpdatedFeb 20, 2026
Python

hiyouga /LlamaFactory

Star67.4k

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

UpdatedFeb 20, 2026
Python

FoundationAgents /MetaGPT

Star64.3k

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

agent multi-agent gpt llm metagpt

UpdatedJan 21, 2026
Python

pathwaycom /llm-app

Star56.3k

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

UpdatedJan 7, 2026
Jupyter Notebook

Mintplex-Labs /anything-llm

Sponsor

Star54.8k

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

UpdatedFeb 19, 2026
JavaScript

unslothai /unsloth

Sponsor

Star52.5k

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, 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

UpdatedFeb 19, 2026
Python

affaan-m /everything-claude-code

Sponsor

Star48.7k

Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner.

productivity mcp developer-tools ai-agents claude llm anthropic claude-code

UpdatedFeb 20, 2026
JavaScript

mem0ai /mem0

Star47.7k

Universal memory layer for AI Agents

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

UpdatedFeb 20, 2026
Python

Followers: 1.5k followers
Website: github.com/topics/llm
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Large Language Model

Here are 40,379 public repositories matching this topic...

ollama /ollama

huggingface /transformers

f /prompts.chat

langgenius /dify

langchain-ai /langchain

open-webui /open-webui

rasbt /LLMs-from-scratch

firecrawl /firecrawl

browser-use /browser-use

mlabonne /llm-course

infiniflow /ragflow

vllm-project /vllm

OpenHands /OpenHands

hiyouga /LlamaFactory

FoundationAgents /MetaGPT

pathwaycom /llm-app

Mintplex-Labs /anything-llm

unslothai /unsloth

affaan-m /everything-claude-code

mem0ai /mem0

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