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Useful articles about SEO, Web Development, and IT

387 articles

AI2026-03-04
Qwen3.5-9B Complete Guide: Run on Ollama with Just 5GB — Features, Benchmarks & Use Cases
Comprehensive guide to Qwen3.5-9B: Ollama setup instructions, hybrid Gated DeltaNet + Sparse MoE architecture, 262K context window, GPQA 81.7 and IFBench 76.5 (beating GPT-5.2's 75.4), comparison with GPT-4o-mini and Claude Haiku, and practical business use cases. Runs on just 5GB RAM.
Qwen3.5SLM小規模言語モデル+4
AI2026-03-04
Qwen3.5-9B Local Setup Guide: Step-by-Step Installation on Mac, Windows & Linux
A complete step-by-step guide to installing Qwen3.5-9B locally on Mac, Windows, and Linux. Covers setup via Ollama, llama.cpp, and vLLM, along with quantization options (GGUF Q4/Q5/Q8), GPU acceleration (CUDA/Metal), Docker deployment, API server configuration, performance tuning, and troubleshooting. Practical instructions for developers and IT administrators looking to run SLMs on-premises.
Qwen3.5ローカルAI環境構築+4
AI2026-03-04
Qwen3.5-9B vs GPT-4o-mini vs Claude Haiku: 2026 SLM Comparison Guide
A comprehensive 2026 comparison of three leading SLMs: Qwen3.5-9B, GPT-4o-mini, and Claude 3.5 Haiku. Evaluates benchmarks (MMLU, HumanEval, math, vision), latency and throughput, cost analysis (API pricing vs local inference), Japanese language quality, multimodal capabilities, context windows, privacy, offline capability, and fine-tuning flexibility. Includes best-use-case recommendations for each model.
Qwen3.5GPT-4o-miniClaude Haiku+4
AI2026-03-04
Building an Internal Chatbot with Qwen3.5-9B: Zero-Cost AI Assistant Development Guide
A comprehensive guide to building a zero-cost internal chatbot using Qwen3.5-9B. Covers architecture design with vector databases, Gradio/Streamlit web UI construction, system prompt engineering for business use, conversation memory management, RAG-based document Q&A integration, Slack/Teams/LINE connectivity, multi-turn dialogue optimization, response quality tuning, deployment options, and monitoring strategies.
Qwen3.5チャットボット社内AI+4
AI2026-03-04
Qwen3.5-9B Multimodal Guide: Running Free Image & Video AI In-House
Learn how to leverage Qwen3.5-9B's early-fusion multimodal architecture for free in-house image and video AI. Covers OCR, product inspection, surveillance analysis, meeting summarization, cloud API comparison, and step-by-step setup for local multimodal inference.
Qwen3.5マルチモーダル画像認識+4
AI2026-03-04
Building Internal Knowledge Search with Qwen3.5-9B & RAG: Enterprise Data AI Guide
A comprehensive guide to building an internal knowledge search system with Qwen3.5-9B and RAG. Covers document ingestion, Japanese-optimized embeddings, vector database selection, chunking strategies, 262K context utilization, citation tracking, and accuracy evaluation methodology.
Qwen3.5RAGナレッジベース+4
AI2026-03-04
Qwen3.5-9B Fine-Tuning Guide: Customizing AI for Industry-Specific Applications
A comprehensive practical guide to fine-tuning Qwen3.5-9B for industry-specific applications. Covers LoRA/QLoRA techniques, training data preparation, single-GPU hardware requirements, Unsloth/Axolotl/TRL frameworks, industry examples, evaluation, model merging, and deployment strategies.
Qwen3.5ファインチューニングカスタマイズ+4
AI2026-03-04
Qwen3.5-9B Security & Privacy Guide: Running AI Without External Data Transmission
A comprehensive guide to deploying Qwen3.5-9B on-premises for secure AI operations without external data transmission. Covers GDPR/APPI compliance, air-gapped architecture, prompt injection prevention, and audit logging for businesses in Shinagawa, Minato, and Shibuya.
Qwen3.5セキュリティプライバシー+4
AI2026-03-04
Qwen3.5-9B Cost Optimization: Cloud API vs Local Deployment TCO Analysis
A thorough TCO comparison between running Qwen3.5-9B as a local AI and using cloud APIs. Covers hardware costs, electricity, maintenance, break-even analysis, and ROI calculation frameworks for SMBs in Shinagawa, Minato, and Shibuya.
Qwen3.5コスト最適化TCO+4
AI2026-03-04
10 Qwen3.5-9B Use Cases for SMBs: Zero Monthly Cost AI Business Improvements
10 concrete Qwen3.5-9B use cases for SMB business improvement. From automated email drafting and meeting summarization to contract review and FAQ chatbots, discover DX initiatives achievable with zero monthly cost local AI, featuring business examples from Shinagawa, Minato, and Shibuya.
Qwen3.5中小企業活用事例+4
Software Development2026-03-04
Complete Electron Guide 2026 - The Definitive Cross-Platform Desktop App Development
Complete guide to Electron: architecture, real-world examples, pros/cons, and 2026 trends. Shinagawa-based Oflight explains everything about Electron development including VS Code case studies.
ElectronDesktop AppJavaScript+1
Software Development2026-03-04
Complete Guide to Electron App Architecture Design and Best Practices
Proper design of main and renderer processes, security-focused architecture, and module separation best practices explained by Shinagawa-based Oflight with real CMS delivery experience.
ElectronDesktop AppJavaScript+1
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