仓库/Skill 库

100+ LLM 与 VLM 的统一高效微调（ACL 2024）Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

基于 PyTorch 的 Ultralytics YOLOv5，用于目标检测、实例分割、分类、训练与导出。Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

【低代码迈入v2.0时代，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

CLIP（对比语言-图像预训练），根据图像预测最相关的文本片段CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

FinceptTerminal 是一款现代化金融应用，提供高级市场分析、投资研究与经济数据工具，旨在以友好交互环境支持探索式分析与数据驱动决策。FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

通过所有反机器人检测的隐身 Chromium。在源码层面打指纹补丁的 Playwright 即插即用替代方案，30/30 测试全部通过。Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed.

一站式生成式 AI 资源仓库,提供最新研究动态、面试资源、notebook 等。A one stop repository for generative AI research updates, interview resources, notebooks and much more!

面向关键任务应用的事件驱动编排与调度平台。Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

O'Reilly 书籍《Hands-On Large Language Models》的官方代码仓库。Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

《Machine Learning for Trading》第三版配套代码——从数据获取到实盘交易全流程。Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

机器学习工程开放手册。Machine Learning Engineering Open Book

持续进行的大规模 Transformer 模型训练研究。Ongoing research training transformer models at scale

20+ 高性能 LLM，并附带大规模预训练、微调与部署的 recipes20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

现代生成式 AI 项目与服务的精选清单A curated list of modern Generative Artificial Intelligence projects and services

120+ LLM 库的分类精选清单A curated list of 120+ LLM libraries category wise.

构建、管理和部署 AI/ML 系统。Build, Manage and Deploy AI/ML Systems

训练你自己的 LLM 的简洁方法，覆盖从数据下载到文本生成A straightforward method for training your LLM, from downloading data to generating text.

22 种 prompt engineering 技术，附带 Jupyter Notebook 实战教程，覆盖从基础概念到利用 LLM 的高级策略。22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

ClearML —— 以自动化 CI/CD 简化 AI 工作负载。一站式 MLOps/LLMOps 解决方案，涵盖实验管理、数据管理、pipeline、编排、调度与服务。ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Chronos：面向时间序列预测的预训练模型Chronos: Pretrained Models for Time Series Forecasting

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

从零开始一步步用 PyTorch 实现一个推理 LLM。Implement a reasoning LLM in PyTorch from scratch, step by step

RLHF 精选资源列表（持续更新）。A curated list of reinforcement learning with human feedback resources (continually updated)

在 Kubernetes 上借助现代加速器实现 SOTA 推理性能。Achieve state of the art inference performance with modern accelerators on Kubernetes

用于加速视频生成的统一推理与后训练框架。A unified inference and post-training framework for accelerated video generation.

可扩展至上千个微调 LLM 的 Multi-LoRA 推理服务器Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

🕹️ 一个面向开发者的开源 LLMOps 平台，旨在简化 prompt 设计、版本管理、即时交付、协作、排障与可观测性等全流程。🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

Apache Hamilton 帮助数据科学家和工程师定义可测试、模块化、自文档化的数据流，内置 lineage/tracing 与 metadata，可在任何支持 Python 的环境中运行和扩展。Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

cubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台，算法全链路流程，多租户，算力租赁平台，token中转，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务，VGPU虚拟化，云边端协同，边缘计算，自动化标注平台，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库llmops智能体，AI模型市场，支持国产异构算力调度,昇腾/寒武纪/海光/摩尔/沐曦等，支持ib/roce/RDMA，信创支持

厂商无关的训练、推理与 Agent 负载编排，覆盖 NVIDIA、AMD、TPU 和 Tenstorrent，部署在云端、Kubernetes 和裸金属环境上Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

AI 代码审查，完全掌控模型选择与成本。AI Code Review with Full Control Over Model Choice and Costs.

Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的 Claude Code/Codex 期刊技能包，从选题、识别策略到表格规范与审稿回复全流程，助你快速发论文。

高性能且兼容 CommonMark 的 HTML 转 Markdown 转换器。由 Kreuzberg 团队维护。Kreuzberg 是一个以 Rust 为核心的快速多语言文档智能引擎，基于流式解析器与内置 OCR，支持从 98+ 文档格式中抽取结构化数据。High performance and CommonMark compliant HTML to Markdown converter. Maintained by the Kreuzberg team. Kreuzberg is a fast, polyglot document intelligence engine with a Rust core. It extracts structured data from 98+ document formats using streaming parsers and built-in OCR.

面向任意文件格式的版本控制系统Version control system for any file format