#Qwen
150 related articles
·2 min
How to Connect Codex to DeepSeek Models: Free Switching via CC Switch
Learn how to connect OpenAI Codex to DeepSeek models via CC Switch, enabling free switching between DeepSeek and GPT with complete setup and routing guide.
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·4 min
Real-World Comparison of Chinese AI Coding Models: Which One Best Generates a Complete E-Commerce System in One Shot?
Real-world test of six Chinese AI coding models — Qwen 3.7 Max, DeepSeek V4 Pro, MiniMax M3 and more — generating a complete e-commerce system, scored on UI, checkout flow, and backend management.
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The Five-Tier Pyramid of IT Careers in…
·4 min
The Five-Tier Pyramid of IT Careers in the AI Era: Your Position Determines Your Career Ceiling
AI is reshaping IT careers into a five-tier pyramid from tool usage to self-developed models. Learn where you fit and how to maximize your career potential.
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Use Codex for Free: CCX + DeepSeek Alt…
·3 min
Use Codex for Free: CCX + DeepSeek Alternative Setup in Five Minutes
No VPN or GPT account needed. Use the open-source tool CCX to forward Codex requests to DeepSeek for a zero-cost AI coding assistant experience in minutes.
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Connecting Claude Code to Chinese LLMs…
·3 min
Connecting Claude Code to Chinese LLMs: A Practical Guide to CC Switch Configuration and Model Switching
Learn how to use CC Switch to connect Claude Code with Chinese LLMs like DeepSeek, Xiaomi Mimo, and MiniMax. Covers API Key setup, Base URL config, model mapping, and error troubleshooting.
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Complete Guide to Installing and Confi…
·3 min
Complete Guide to Installing and Configuring Claude Code Desktop: Connecting to DeepSeek Models
Complete guide to Claude Code Desktop setup: installation, account-free usage, Chinese localization, connecting DeepSeek models via CC Switch, and custom Skills for cost-effective AI coding.
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Claude Code Installation & Setup Guide…
·3 min
Claude Code Installation & Setup Guide: Build Your AI Coding Assistant from Scratch
Step-by-step guide to installing and configuring Claude Code, covering Git/Node.js prerequisites, environment variables, and connecting domestic LLMs to build an AI assistant that reads, writes, and executes code.
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Claude Code Tutorial: Complete Guide f…
·2 min
Claude Code Tutorial: Complete Guide from Installation to Real-World Projects
A complete guide to Claude Code covering installation, configuration, alternative model setup, code generation, bug fixing, and non-programming productivity use cases for beginners.
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AI Large Language Model Learning Roadm…
·4 min
AI Large Language Model Learning Roadmap: A Complete Guide from Zero to Project Implementation
A systematic AI LLM learning roadmap covering prompt engineering, RAG, AI Agent development, and fine-tuning — with beginner-friendly paths and practical tips.
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The Complete Vibe Coding Tool Landscap…
·3 min
The Complete Vibe Coding Tool Landscape: From Cursor to CodeBuddy — How to Choose Among Nine Leading Tools
Compare 9 leading Vibe Coding tools — Cursor, CodeBuddy, Codex, Trae & more. Find the best AI coding assistant for beginners to pro developers.
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KeyType: A Free, Open-Source System-Le…
·2 min
KeyType: A Free, Open-Source System-Level AI Autocomplete Tool for macOS
KeyType is a free, MIT-licensed macOS tool for system-level AI text completion. It runs local LLMs, supports custom models, and keeps all data on your device.
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In-Depth Review of a High-Freedom AI R…
·2 min
In-Depth Review of a High-Freedom AI Roleplay Companion App
In-depth review of a high-freedom AI roleplay companion app, covering immersive dialogue quality, character library depth, and custom character features to explore the latest trends in AI companions.
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·2 min
LlamaFactory: A Comprehensive Guide to the Open-Source Framework for Unified Fine-Tuning of 100+ LLMs
Deep dive into LlamaFactory, an open-source unified fine-tuning framework supporting 100+ LLMs and VLMs with LoRA, QLoRA, RLHF methods, Web UI, 71K+ GitHub Stars, accepted at ACL 2024.
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·3 min
vLLM Deep Dive: How PagedAttention Enables High-Throughput LLM Inference
Deep dive into vLLM's core technologies for high-throughput LLM inference, including PagedAttention memory management, continuous batching, distributed deployment, and comparisons with TensorRT-LLM.
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·2 min
The Truth About Windsurf Refill Plugins: Account Pool Mechanics, Risks, and Compliant Alternatives
Deep analysis of Windsurf refill plugins: account pool mechanics, security risks, legal concerns, and compliant alternatives like Cursor, GitHub Copilot, and Cline.
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·4 min
OpenAI Swarm Framework Explained: The Core Mechanisms of Function Call and Handoff
Deep dive into OpenAI Swarm multi-agent orchestration framework, explaining Function Call tool invocation and Handoff task transfer mechanisms with local deployment guide.
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·3 min
Dify Local Deployment Tutorial: A Beginner's Guide Using Virtual Machine + BT Panel
Step-by-step Dify local deployment guide using VMware, Ubuntu, BT Panel, and Docker. Perfect for beginners with zero Linux experience to set up this open-source AI development platform.
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Tutorials·3 min
ReAct vs. CodeAct: Two Core Approaches to Agent Tool Calling
In-depth comparison of ReAct and CodeAct — two core Agent tool-calling architectures. From paper principles to code implementation, learn the trade-offs between reasoning+action and code execution.
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Tutorials·3 min
Agent Tuning: A Complete Guide to Training LLMs with Agent Capabilities
A deep dive into Agent Tuning principles and practices, covering why Agent training is needed, the evolution from Prompt to RAG to Agent, development workflows, and cost assessment for private deployment.
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Tutorials·2 min
Getting Started with RAG: What Is Retrieval-Augmented Generation and How Does It Solve LLM Hallucination?
RAG (Retrieval-Augmented Generation) is the core solution for LLM hallucination. Learn RAG concepts, how it works, three causes of hallucination, and the complete learning path from basics to Knowledge Graph RAG.
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