#SCA
8258 related articles
Deep Dives·3 min
Alibaba's QwQ-32B Open-Sourced: How 32B Parameters Rival DeepSeek R1's 671B
Alibaba's open-source reasoning model QwQ-32B achieves performance rivaling DeepSeek R1 (671B) with only 32B parameters through a two-stage reinforcement learning strategy on verifiable tasks.
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Tutorials·3 min
GPT-OSS Open-Source Model Local Deployment Tutorial: Real-World Performance and VRAM Usage Analysis
Complete guide to deploying OpenAI's open-source GPT-OSS model locally with Ollama. Real-world testing of the 20B version on RTX 4090 covering Chinese comprehension, logical reasoning, and VRAM usage analysis under MoE architecture.
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Tutorials·4 min
Whisper Local Deployment Guide: Step-by-Step Setup for a Free Speech-to-Text Tool
Step-by-step tutorial for locally deploying OpenAI Whisper speech recognition, covering Conda setup, PyTorch installation, model selection, and transcription operations with free SRT subtitle generation.
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Product Reviews·3 min
Gemma 4 Deep Dive: Running Google's Top-Tier AI Free and Offline
Deep dive into Google's Gemma 4 open-source AI: local deployment tutorial, head-to-head comparison with ChatGPT, and offline phone demo. Four model sizes from mobile to workstation, zero-code setup via LM Studio, fully private and forever free.
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Tutorials·3 min
FastAPI Beginner's Guide: Four Core Advantages and ASGI Architecture Explained
Deep dive into FastAPI's four core advantages: high-performance async IO, type hints, automatic API docs, and ease of use. Learn the CGI to WSGI to ASGI protocol evolution.
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Tutorials·3 min
GPT-OSS-20B Private Deployment Guide: Hardware Selection + Deployment Process + Performance Testing
Complete guide to privately deploying OpenAI's open-source GPT-OSS-20B: GPU selection (RTX 5090/V100/4070Ti), Linux deployment steps, API configuration, and real-world benchmarks with 120B hardware comparison.
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Product Reviews·3 min
OpenAI Codex Desktop In-Depth Review: Skills System, Three Execution Modes & Hands-On Experience
In-depth review of OpenAI Codex Desktop: Skills system installation & customization, Local/Worktree/Cloud execution modes compared, workspace management & security controls for AI-powered development.
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Tutorials·3 min
LocalAI Tutorial: Deploy LLMs Locally Without a GPU Using Docker
Complete LocalAI deployment tutorial: run nearly 1,000 open-source LLMs locally without a GPU. One-click Docker setup, OpenAI API compatible, supports chat, image generation, and voice — fully private.
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Tutorials·3 min
Codex Cache Cleanup Guide: A Hands-On Tutorial for Slimming Down the .codex Folder
Guide to cleaning OpenAI Codex's local .codex folder cache, including deleting conversations with community Python tools, cleaning logs.sqlite, and periodic archiving to slim from 17MB to 41KB.
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Tech Frontiers·3 min
Gemini CLI Open-Source Release: 1000 Free Daily Calls to Gemini 2.5 Pro
Google open-sources Gemini CLI terminal agent with 1000 free daily calls to Gemini 2.5 Pro and 1M token context. Anthropic Claude models join GitHub Copilot as AI dev tool competition heats up.
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Tutorials·4 min
Gemini CLI Tutorial: Free Million-Token AI Terminal Tool Installation & Hands-On Guide
Complete guide to Google Gemini CLI: installation, authentication troubleshooting, file batch processing, MCP browser automation, and AI coding. 1000 free daily calls with 1M token context window.
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Tutorials·2 min
Cline + Gemini CLI Tutorial: Use Gemini 2.5 Pro for Free AI Coding
Step-by-step guide to connecting Cline in VS Code with Gemini CLI for free access to Gemini 2.5 Pro AI coding. Covers installation, proxy setup, model selection, and troubleshooting.
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Product Reviews·3 min
Rovo Agent: 20 Million Free Tokens Daily, #1 on SWE-bench AI Coding CLI Tool
Rovo Agent is Atlassian's AI coding CLI tool offering 20M free Claude 4 Sonnet tokens daily, ranked #1 on SWE-bench. Learn about its adaptive memory system, installation, and hands-on experience.
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Product Reviews·3 min
Trae Agent Open-Sourced: Complete Guide to ByteDance's Free AI Coding CLI Tool
Deep dive into ByteDance's open-source Trae Agent — the free AI coding CLI tool topping SWE-bench. Covers installation, features, and comparisons with Claude Code and Gemini CLI.
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Product Reviews·3 min
Vibe Board: An Open-Source Orchestration Platform for Managing Multiple AI Coding Agents
Vibe Board (VibeCombat) is an open-source AI coding agent management platform supporting parallel orchestration of Claude Code, Gemini CLI, AMP, and more with unified MCP config and real-time task tracking.
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Tutorials·3 min
Gemini CLI WebUI Installation & Usage Guide: A Free AI Coding Assistant with a Graphical Interface
Complete guide to installing and using Gemini CLI UI, an open-source web interface for Google's free Gemini CLI with multi-project management, mobile access, and background execution.
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Product Reviews·4 min
Complete Guide to iFlow CLI: A Free AI Coding Terminal Tool Put to the Test
A detailed guide to iFlow CLI, a free AI coding terminal tool covering installation, four working modes, Subagent, MCP features, and cost-saving strategies with Claude Code/Cursor to cut AI coding expenses by 50%+.
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Tutorials·3 min
GEMINI.md Configuration Guide: Customize Your AI Coding Assistant with Three-Level Scoping
Learn how to create and configure GEMINI.md files in Gemini CLI, including /init auto-generation, personal coding preferences, and the project/directory/global three-level scoping mechanism.
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Product Reviews·3 min
Qwen Code CLI Hands-On Review: Complete Installation & Configuration Guide for Alibaba's Open-Source AI Coding Agent
Hands-on review of Alibaba's open-source Qwen Code CLI command-line coding tool, covering installation, API configuration, development experience, and comparison with Claude Code. Powered by a 480B parameter MoE model.
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Tutorials·3 min
Gemini CLI Installation Guide: Complete Tutorial for Using Gemini 3 Free in Your Terminal
Step-by-step guide to install Gemini CLI and use Google's Gemini 3 model free in your terminal. Covers Node.js setup, CLI installation tips, login, model switching, and local file reading.
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