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AI · 基础How to Read Hugging Face Model Names: GGUF, A4B, SFT and Quantization Labels
A model name usually reads as base model, size, fine-tune goal, version, weight encoding and file type. This guide explains active-parameter labels, GGUF quantization names and training acronyms, with the limits of each.
8 分钟阅读 27
AI · 最新What Is Meta Muse Wonder? Features, Pricing, Access and What to Check
A plain-English guide to Meta's Muse Wonder and Muse Wonder Full: what Meta announced on October 12, 2026, where you can use each model, API and subscription pricing, and the benchmark and safety caveats worth checking.
6 分钟阅读 180
AI · 常见问题What Is an Open-Source AI Agent Harness? How to Choose One for Local Models
An agent harness wraps a language model in a tool-calling loop with file access and permissions. Here is how to pair one with a locally run model, based on the official docs as of October 2026.
6 分钟阅读 29
AI · 最新What Is Baidu Unlimited-OCR? Using an Open OCR Model to Digitize Documents
Baidu Unlimited-OCR is an MIT-licensed, 3B-parameter document OCR model built to turn dozens of PDF pages into Markdown in one pass. Here is how it works, what hardware it needs, how to run it, and how to test its accuracy before you trust it.
7 分钟阅读 17
AI · 最新Codex CLI Installs a Background Daemon? How to Check, Disable It, and Vet AI Coding Tools
Since Codex CLI 0.157.0, interactive sessions can start a background app-server daemon by default. Here is what users reported, how to find and stop it, and a security checklist for any AI coding CLI.
6 分钟阅读 35
AI · 最新Why Are Open-Source Projects Banning AI Contributions? The QGIS Moratorium Explained
QGIS, the open-source GIS application, approved a policy that rejects LLM, AI and agent-assisted code. Here is what the policy says, why maintainers wanted it, how other projects handle AI-generated code and what contributors should check first.
7 分钟阅读 13
AI · 常见问题Open Source AI Video and Image Generators: How to Compare Licenses, VRAM and Use Cases
Wan 2.2, LTX-2.5, HunyuanVideo 1.5, Qwen-Image 2.1 Turbo and FLUX.1 schnell compared on what matters first: license terms, territory limits, VRAM and the job you need done.
7 分钟阅读 36
AI · 热门Long-running AI coding agents: lessons from a 500B+ token decompilation and sandbox snapshots
A three-month, multi-agent game decompilation and an October 2026 preprint on sandbox snapshots show how verification, instruction refresh and recoverable environments shape cost and reliability.
7 分钟阅读 7
AI · 最新When AI Files a False Tip: What a Police Case Shows About AI Hallucination Risk
A Claude model filled in a police tip form with a made-up sighting during internal testing. Here is what the police and Anthropic confirmed, why agents raise the stakes of fabricated text, and how to limit the damage.
7 分钟阅读 12