AI圈报教程 / 实战普通
I built LLM-Surgeon: A Zero-Dependency CLI combining CanIRun.ai + Artificial Analysis + llmfit for Local AI Hardware Diagnostics
内容摘要
Running local LLMs via Ollama, LM Studio, or llama.cpp usually starts with the same guessing game:...
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综合分类、实体标签与信息来源匹配
教程 / 实战普通
SlothTidy: A Zero-Friction, 100% Local AI File Daemon That Organizes Your Downloads While You Rest 🦥
Stop dragging PDFs and screenshots out of ~/Downloads. SlothTidy uses small open-weight models via Ollama and llama.cpp to automatically classify, rename, and organize your files 100% offline.
信息来源：DEV Community · Llama / Ollama
教程 / 实战普通
vLLM vs. Ollama vs. llama.cpp: The Definitive LLM Inference Engine Guide
ENTERPRISE AI ARCHITECTURE & INFERENCE SYSTEMS ENGINEERING Technical Audit: PagedAttention KV...
信息来源：DEV Community · Llama / Ollama
教程 / 实战普通
llama.cpp vs Ollama — which one should you run?
Originally published on mrsaynothing.dev. The agent-run site ships one post a day; this review is...
信息来源：DEV Community · Llama / Ollama
教程 / 实战普通
llama.cpp vs Ollama: Which Should You Run in 2026?
llama.cpp vs Ollama: Ollama wraps llama.cpp for convenience, raw llama.cpp wins on speed and control. Benchmarks, GPU offload flags, and when each wins.
信息来源：DEV Community · Llama / Ollama
教程 / 实战精选
LlamaIndex 教程：用 Ollama 本地运行 Mixtral 8x7b 并构建 RAG 应用
LlamaIndex 发布教程，讲解如何用 Ollama 在本地运行 Mixtral 8x7b 并结合 LlamaIndex 使用。Mixtral 是 Mistral AI 发布的八专家混合模型，各含 7B 参数，博客称其在多项基准上匹敌或超过 GPT-3.5 和 Llama2 70b。
信息来源：LlamaIndex：产品、工程与评测 · GPT / Llama / Ollama
教程 / 实战普通
面壁智能转发 MiniCPM-V 4.7 1B 手机端实测教程
OpenBMB 转发 @fahdmirza 对 MiniCPM-V 4.7 1B 的动手实测视频。该 10 亿参数视觉模型可在手机上运行，实测者用 llama.cpp 和 Ollama 安装 GGUF，完成了照片读模拟时钟、时钟图生成可用 HTML、解二次方程、数十种语言手写翻译及肢体语言场景识别等任务，视频同时呈现了成功与失败结果。
信息来源：X：面壁智能 OpenBMB (@OpenBMB) · Llama / Ollama
教程 / 实战普通
I built a private, offline AI chat you can run with one command: npx unmuzzled
A local LLM chat app built on llama.cpp, Node and a hand-built web UI, plus what it took to make localhost secure and ship the same model on Android.
信息来源：DEV Community · Llama
教程 / 实战普通
How KV Cache Makes LLMs Fast, and Why It Eats GPU Memory
Every LLM you've used, ChatGPT, Claude, Gemini, Llama, does the same thing under the hood. It...
信息来源：DEV Community · ChatGPT / Claude / Gemini
教程 / 实战普通
I built a one-click installer for local LLMs on Windows: it picks a model for your hardware and sets up Ollama
Running an LLM locally is not hard, but the first time is a small quest: install Ollama, figure out...
信息来源：DEV Community · Ollama
教程 / 实战普通
Running an LLM fully offline on Android with Kotlin coroutines
How I wrapped llama.cpp in a small, coroutine-first Kotlin API, and the three problems that took the most time: threads, cancellation and broken emoji.
信息来源：DEV Community · Llama