#machine learning tutorial
295 related articles
Deep Dives·4 min
Hugging Face Transformers: Deep Dive into the 160K-Star Open Source AI Framework
Deep dive into Hugging Face Transformers: the 160K-Star open-source framework covering Pipeline API, Auto Classes, multi-modal models, and the full HF ecosystem for AI inference and training.
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Product Reviews·3 min
Open WebUI: 130K-Star Open-Source AI Interface — Deployment Guide & Complete Feature Breakdown
Deep dive into Open WebUI, the 135K-star open-source AI interface covering Ollama integration, one-click Docker deployment, RAG document Q&A, multi-user management, and more.
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Tutorials·3 min
Claude Code Domestic Alternative: Low-Cost Deployment and Six Core Architecture Components Explained
Detailed guide on deploying Claude Code domestic alternatives via compatible API interfaces. Deep dive into six core systems: built-in tools, hierarchical memory, multi-Agent collaboration, and more.
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Tutorials·3 min
awesome-llm-apps: A 100K-Star GitHub Project with 100+ AI Agent & RAG Applications
awesome-llm-apps is a 100K+ Star GitHub project featuring 100+ ready-to-run AI Agent and RAG apps. Built in Python with clone-and-run simplicity, it's an essential resource for LLM developers.
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Tutorials·2 min
Unsloth Tutorial: A Guide to Fine-Tuning LLMs Locally with Reduced VRAM and Faster Training
Learn how Unsloth enables efficient local LLM fine-tuning with LoRA optimization, supporting Gemma 4, Qwen3, and DeepSeek while reducing VRAM usage by 50% and boosting training speed 2-5x.
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Product Reviews·3 min
DeepSeek API Integration Ecosystem: Why This 37K-Star GitHub Project Took Off
Deep analysis of DeepSeek's awesome-deepseek-integration project with 37K+ GitHub stars: ecosystem strategy, developer integration solutions, and industry value across IDE plugins, chat clients, and automation workflows.
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Tutorials·3 min
Microsoft's Open-Source Generative AI Course: 21 Lessons to Build AI Apps from Scratch (110K Stars)
Microsoft's official open-source Generative AI for Beginners course features 21 lessons covering LLM fundamentals, Prompt Engineering, and hands-on AI app development. 110K+ GitHub Stars, Jupyter Notebook-based learning for developers.
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Tutorials·4 min
A Beginner's Guide to Hugging Face Transformers: Deep Dive into the 160K-Star Open Source AI Framework
Deep dive into the Hugging Face Transformers framework: core features, multimodal support, Pipeline & Trainer APIs, ecosystem integration, and how this 160K-Star library powers modern AI development.
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Product Reviews·5 min
Deep Dive into RuoYi-Vue-Pro: The 37K Star Enterprise-Grade Java Rapid Development Platform
Deep dive into RuoYi-Vue-Pro: a 37K Star enterprise Java platform with Spring Boot, MyBatis Plus, Vue, SaaS multi-tenancy, Flowable workflows, CRM/ERP modules, AI and IoT integration.
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Tutorials·5 min
Google Open-Sources Full-Stack AI Agent Tutorial: Gemini 2.5 + LangGraph Deep Dive
Google open-sources gemini-fullstack-langgraph-quickstart with 18,000+ Stars. Deep dive into the technical architecture, state machine design patterns, and tool-calling mechanisms of building full-stack AI Agents with Gemini 2.5 and LangGraph.
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Tutorials·3 min
ComfyUI LoRA Training Tutorial: TrainTools-MZ Plugin Turns Model Training into Node-Based Visual Workflow
ComfyUI-TrainTools-MZ is a ComfyUI training node plugin based on kohya-ss/sd-scripts, enabling LoRA fine-tuning directly in the node editor. This guide covers installation, configuration, and usage.
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Deep Dives·6 min
learn-claude-code: Deep Dive into the 58K-Star AI Agent Framework
Deep analysis of the 58K-Star open-source project learn-claude-code: building a Claude Code-like programming agent from scratch. Deconstruct the Agent Harness, ReAct loop pattern, and Bash execution layer.
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Product Reviews·2 min
The Complete DeepSeek API Integration Ecosystem: Deep Dive into a 37,000+ Star Open Source Project
Deep analysis of DeepSeek's awesome-deepseek-integration with 37,000+ Stars: integration ecosystem, core value, developer onboarding guide, and future trends for connecting DeepSeek API to mainstream workflows.
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Product Reviews·4 min
Unsloth: The Efficient Tool for Local Open-Source LLM Training — The Secret Behind 60K+ GitHub Stars
In-depth analysis of Unsloth, a 60K+ star open-source LLM training tool supporting Gemma 4, Qwen3, DeepSeek local fine-tuning with LoRA/QLoRA to dramatically reduce VRAM requirements.
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Product Reviews·4 min
Chatbox Open-Source AI Client: A Comprehensive Review of the 40K-Star Multi-Model Desktop Tool
In-depth review of Chatbox, an open-source AI client supporting GPT-4, Claude, and Gemini. Covers core features, technical architecture, and use cases for this 40K-Star desktop AI tool.
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