GitHub topic

large-language-models GitHub repositories

Explore 83 tracked GitHub repositories tagged large-language-models. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 1,001 stars since the previous daily snapshot.

Tracked repositories: 83
Total stars: 899,627
Stars gained · 7 days: +4,928
Stars gained · 30 days: +20,941

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Star activity for large-language-models repositories on this page
Repository	Total stars	Today	7 days	30 days
agentscope-ai/agentscope	34.4K	+234	+896	+1,991
bojieli/ai-agent-book	56.2K	+226	+1,079	+4,884
FareedKhan-dev/train-llm-from-scratch	12.6K	+123	+238	+3,004
langfuse/langfuse	36.6K	+74	+516	+1,504
rasbt/reasoning-from-scratch	5.7K	+56	+259	+392

Explore repositories

Showing 1–50 of 83 tracked repositories.

agentscope-ai/agentscope

Build and run agents you can see, understand and trust.

★ 34.4K+234 todayPython

llm mcp

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bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

★ 56.2K+226 todayPython

llm mcp

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FareedKhan-dev/train-llm-from-scratch

A straightforward method for training your LLM, from downloading data to generating text.

★ 12.6K+123 todayPython

llm openai

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langfuse/langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

rasbt/LLMs-from-scratch

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

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

★ 21.6K+47 todayJupyter Notebook

machine-learning deep-learning

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langflow-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

★ 156.1K+29 todayPython

agents chatgpt

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HKUDS/LightRAG

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

★ 40.4K+17 todayPython

llm rag

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stas00/ml-engineering

Machine Learning Engineering Open Book

★ 19.6K+14 todayPython

llm ai

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youngyangyang04/llm-master

大模型（LLM）全栈学习路线与中文教程🔥：覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试，从入门到生产实践。

★ 1.4K+13 todayUnknown

llm agent

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Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

★ 39.1K+11 todayPython

llm gemini

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hiyouga/LlamaFactory

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

★ 75.7K+8 todayPython

llm ai

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WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

★ 5.1K+8 todayPython

machine-learning deep-learning

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dipakkr/awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

★ 21.5K+5 todayJupyter Notebook

machine-learning pytorch

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AkaliKong/MiniOneRec

Minimal reproduction of OneRec

★ 1.9K+5 todayPython

llm generative-ai

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open-compass/VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

★ 4.5K+5 todayPython

llm claude

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Haozhe-Xing/agent_learning

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

★ 627+5 todayHTML

llm mcp

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amazon-science/chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

★ 6.2K+4 todayPython

llm machine-learning

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ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

steven2358/awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

★ 12.8K+4 todayUnknown

llm ai

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GoogleCloudPlatform/generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

★ 17.8K+3 todayJupyter Notebook

llm agents

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Lightning-AI/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

★ 13.7K+3 todayPython

llm ai

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beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

★ 1.8K+3 todayGo

llm self-hosted

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datajuicer/data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

★ 7.2K+2 todayPython

llm data-science

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WangRongsheng/awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

★ 9.0K+2 todayUnknown

llm rag

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Helicone/helicone

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Danielskry/Awesome-RAG

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

★ 1.4K+2 todayUnknown

rag artificial-intelligence

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worldbench/awesome-vla-for-ad

🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future

amitshekhariitbhu/llm-internals

Learn LLM internals step by step - from tokenization to attention to inference optimization.

★ 1.8K+2 todayUnknown

llm large-language-models

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worldbench/awesome-ai-auto-research

🔥 A Survey on AI Auto-Research

★ 568+2 todayHTML

llm ai

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zjunlp/LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

★ 1.2K+2 todayPython

llm ai-agents

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Observal/Observal

Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.

★ 4.5K+2 todayPython

mcp claude-code

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docker/compose-for-agents

Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.

★ 1.1K+1 todayTypeScript

ai-agents self-hosted

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crmne/ruby_llm

The Ruby AI framework.

NVIDIA-NeMo/Curator

Scalable data pre processing and curation toolkit for LLMs

★ 1.8K+1 todayPython

llm large-language-models

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AI-Hypercomputer/maxtext

A simple, performant, and scalable Jax LLM!

★ 2.5K+1 todayPython

llm deepseek

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facebookresearch/meta-agents-research-environments

Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.

★ 575+1 todayPython

llm ai

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