#quantization

105 related articles

2026年6月14日·2 min

ZCodeAI Free AI Agent Tool Review: Multi-Model Aggregation at Zero Cost

Detailed review of ZCodeAI, a desktop AI Agent tool by ZhiPu featuring free built-in models like DeepSeek V4 Flash and Xiaomi MiMo, with multi-model aggregation and no API Key required.

2026年6月13日·3 min

Gemma 4 Open-Source Model Local Deployment Guide: Ollama Installation & Mobile Setup

Step-by-step guide to deploying Google's Gemma 4 open-source model locally with Ollama and running the lightweight version on mobile with tool calling support.

2026年6月13日·3 min

Claude Code with Local LLMs: Token-Free Deployment Guide & Configuration

Learn how to connect Claude Code to local LLMs for token-free AI coding. Covers three-layer architecture, Ollama/LM Studio/vLLM setup, protocol translation, and hardware selection.

2026年6月13日·2 min

Nex N2 Pro Real-World Testing: Top 5 on Official Benchmarks, Only 12th in Independent Tests

Deep-dive testing of Nex N2 Pro open-source Agent model comparing official benchmarks vs independent results. The 397B parameter model shows decent frontend generation but ranks 12th independently, not top 5 as claimed.

2026年6月13日·3 min

OpenAI Codex Beginner's Guide: From Environment Setup to Enterprise-Level Practice

A systematic guide to OpenAI Codex and AI LLM learning, covering Transformer basics, dev environment setup, prompt engineering, RAG deployment, LoRA fine-tuning, and AI Agent enterprise projects.

2026年6月13日·3 min

LFM2.5 Local Deployment Hands-On: An 8B Parameter Model That Outperforms GPT-o3s in Tool Calling

Hands-on test of Liquid AI's LFM2.5 local deployment: architecture breakdown, 16GB VRAM troubleshooting, and GraphRAG tool-calling benchmarks vs GPT-o3s.

2026年6月13日·2 min

Claude Code Anti-Ban Guide: Practical Tips from Two Months of Stable Usage

Practical Claude Code anti-ban tips from $400+ of real testing: lock your network region, control concurrency, match system time, and clean local fingerprints for stable long-term use.

2026年6月13日·3 min

GitHub Uses LLM Reasoning to Reduce Secret Scanning False Positives: AI-Driven DevSecOps in Practice

GitHub integrates context-aware LLM reasoning into Secret Scanning to dramatically reduce false positives, combat alert fatigue, and boost security alert credibility for developers.

2026年6月13日·2 min

Apple Deprecates ImageCreator Class: Complete Migration Guide and Impact Analysis

Apple is deprecating the ImageCreator class in iOS 27. Developers must migrate to Image Playground Sheet or third-party services. Full breakdown of impact, migration options, and Apple's AI strategy shift.

2026年6月13日·4 min

Complete AI Large Language Model Learning Roadmap: From Beginner to Production-Ready

A systematic guide to learning AI large language models, covering Transformer architecture, prompt engineering, RAG, AI Agents, fine-tuning, and enterprise projects from beginner to production-ready.

2026年6月13日·4 min

Learning Path for AI Agent Development: A Complete Guide from Core Architecture to Production Deployment

A complete learning path for AI Agent development covering core architecture, ReAct paradigm, multi-agent collaboration, RAG integration, and lightweight deployment to guide developers from basics to production.

2026年6月13日·4 min

AI Engineer Job Search: The Capability Leap from Demo to Production System

AI job demand is surging but companies can't find qualified candidates. Learn the 3 core skills—advanced RAG, local model deployment, and full-stack monitoring—to leap from demo builder to production engineer.

2026年6月13日·4 min

LangChain4j in Practice: A Complete Tutorial for Building a RAG Medical Q&A System

A complete tutorial on building a RAG medical Q&A system with LangChain4j, covering Ollama local deployment, Redis vector DB, document vectorization, and Cursor AI-assisted development.

2026年6月12日·4 min

Claude Fable 5 Hands-On Review: Crushes GPT 5.5, But the Cost Is Brutal

In-depth hands-on review of Claude Fable 5's coding capabilities through full-stack and long-form complex tasks, comparing performance, costs, and use cases vs GPT 5.5 and Opus 4.8.

2026年6月12日·3 min

Claude Code Local Deployment: A Practical Guide to Connecting Local LLMs

Complete guide to deploying Claude Code locally with Ollama, LM Studio, or vLLM. Covers architecture, protocol translation, hardware requirements, and model selection for zero-cost, private AI coding.

2026年6月12日·4 min

AI Agent in Practice: Building a Commercial-Grade Programming Agent from Scratch

A deep dive into AI Agent development, from the core principles of perception-decision-action to a Vue3 auto-creation demo, covering LangChain, LangGraph, MCP, and the full tech stack.

2026年6月10日·3 min

CrewAI Multi-Agent Collaboration in Practice: A Complete Guide from Setup to API Service

A detailed guide to CrewAI multi-Agent collaboration covering core concepts, FastAPI service setup, and real-world comparisons of GPT-4o Mini, Qwen Max, and Llama 3.1.

2026年6月8日·5 min

CherryStudio + MCP: Tutorial for Building Automated AI Agents and Local Knowledge Bases

Complete guide to building automated AI agents with Cherry Studio and MCP protocol, covering environment setup, MCP Server configuration, web scraping, Shell execution, and Ollama local knowledge base deployment.

2026年6月8日·1 min

WWDC Keynote Preview: Complete Siri Overhaul, Major AI Upgrades, and System Performance Optimization

Apple's WWDC keynote set to unveil major system updates including a completely overhauled Siri chatbot, more compelling AI features, and significantly optimized OS performance.

2026年6月8日·2 min

GPT 5.6 Internal Testing Codename Revealed, Google Pays SpaceX $920M Monthly for Computing Power

OpenAI begins GPT 5.6 Kindle Alpha internal testing with stronger base reasoning. Google partners with SpaceX at $920M/month for computing power. Gemma 4 QAT enables edge deployment, Claude Cowork doubles credits.