免费资源

modelscope

kaggle

google colab

awesome-free-llm-apis：把永久免费 LLM API 先整理成一张可直接拿来用的清单

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

简单的舆情监控分析 - 多平台热点聚合+基于 MCP 的AI分析工具。监控35个平台（抖音、知乎、B站、华尔街见闻、财联社等），智能筛选+自动推送+AI对话分析（用自然语言深度挖掘新闻：趋势追踪、情感分析、相似检索等13种工具）。

Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

Real-time dashboard for monitoring global news, markets, and geopolitical events

todo

AI agents running research on single-GPU nanochat training automatically

笔记本跑LLM Official inference framework for 1-bit LLMs

Segment Anything Model (SAM) https://mp.weixin.qq.com/s/-LWG3rOz60VWiwdYG3iaWQ

Winglang，一门AI时代的全新编程语言 https://mp.weixin.qq.com/s/43k6Flpj5RhfT3MOxbF4aQ

SpatialLM: Training Large Language Models for Structured Indoor Modeling

Social Analyzer

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

excel 手搓 transformer

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

AI模型训练到底在训练什么？

图解深度学习 - 数据蒸馏和知识蒸馏 Data Distillation

Model Distillation 终于把神经网络中的知识蒸馏搞懂了！！

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

终于有人将深度学习中重点做成了动画

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

一饭封神：一个基于 AI 的智能菜谱生成平台，支持中华八大菜系 + 国际料理，提供营养分析、酒水推荐、菜谱效果图生成等全方位烹饪指导。

AI首席情报官 Wiseflow

保姆级教程~本地微调DeepSeek-R1-8b模型

Axolotl微调Qwen2-7b开源大模型！AutoGen+Marker自动生成数据集！AutoGen Studio+GPT4评估Qwen2文章能力

rtvi-ai + pipecat https://github.com/rtvi-ai https://github.com/pipecat-ai/pipecat

我让AI当黑客！基于DeepSeek+ollama的网安神器开发实录，效率提升300%

Aider + Claude + Invoke + Udio ：从头到尾使用 AI 创建游戏！（音乐、代码、动画）

LLM在金融交易领域的实际应用:FinRobot开源平台的创新突破

Restoration for TEMPEST images using deep-learning

多模态 multimodal Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

API脚本

openwebui

// Before proceeding, ensure you're using Python 3.11 to avoid compatibility issues.
pip install open-webui
open-webui serve //Running on  http://0.0.0.0:8080

Setting:

  1. Enable Web Search Engine
  2. Connections
    • OpenAI API
    • Ollama API
      • http://localhost:11434

desktop

brower Extension

AI+RAG AnythingLLM The all-in-one Desktop & Docker AI application with built-in RAG, AI agents

基础

私人部署

https://mp.weixin.qq.com/s/iwsSKjGloNe7SCM4-5nzDA

NextJS+Vercel

https://sdk.vercel.ai/

https://www.youtube.com/watch?v=5_JT9H8j1Us https://github.com/a-bit-of-saas/examples/tree/main/next/chat-gpt?ref=ethanmick.com

FastGPT

代理方案：

https://github.com/labring/FastGPT 支持 sealos 、one-api（one-api:OpenAI 接口管理 & 分发系统，支持多种渠道包括 Azure，可用于二次分发管理 key， Docker 镜像，一键部署，开箱即用 https://github.com/songquanpeng/one-api）

github.com/Yidadaa/ChatGPT-Next-Web 支持vercel免费一键部署

NAS gpt

https://mariushosting.com/how-to-install-chat-with-gpt-on-your-synology-nas/

https://cloud.tencent.com/developer/article/2312981

个人知识库 local rag

去中心 web3+AI

https://github.com/OrbisWeb3/orbis-chat-gpt

https://www.gizatech.xyz/ https://www.youtube.com/watch?v=BHdP5oSISQE

自动化

Drag & drop UI to build your customized LLM flow https://github.com/FlowiseAI/Flowise

community

开源 huggingface https://huggingface.co/

https://latentbox.com/en

原理学习

https://github.com/naklecha/llama3-from-scratch

https://github.com/karpathy/LLM101n

可视化 https://github.com/bbycroft/llm-viz

按模型分

LLM - Large Language Models

Large Vision Models (LVM)

Text to image model

Stable Diffusion model Stream Diffusion https://github.com/cumulo-autumn/StreamDiffusion https://colab.research.google.com/github/hewis123/stream-d/blob/main/Untitled2.ipynb

ROBOT

Dobb·E An open-source, general framework for learning household robotic manipulation

按平台分类

ChatGPT

GOOGLE Bard

Cloudflare Workers AI https://mp.weixin.qq.com/s/R1m7IMUfHq53yEe-b9cjlA

按应用分类

BOT

https://www.coze.com/ 使用扣子Coze——你想给你的抖音搭建一个24小时营业的机器人吗？ https://mp.weixin.qq.com/s/GZXfoTRROP15ZKf8GP0cug

图像增强

Demofusion

图片生成

logo制作： https://www.uugai.com/

https://logodiffusion.com/

标题/文案

https://duozhongcao.com/ https://www.jasper.ai/

https://hix.ai/

https://mymap.ai/

PPT

MotionGo是必优科技(原口袋动画团队)全新升级的一款PPT动画插件,兼容WPS和office软件,轻量级产品,让PPT动效表达更专业。 https://motion.yoo-ai.com/?viaurl=ainavpro.com

https://www.beautiful.ai/

https://gamma.app/?lng=en

2D => 3D, 3D建模

https://convert.leiapix.com/ https://lumalabs.ai/interactive-scenes

市场分析

transform your product knowledge into a detailed Ideal Customer Profile https://m1-project.com

家居设计

https://collov.ai/