I built a CLI to make it easier to run local LLMs with llama.cpp.

A few weeks later I have another tool using it to read my email and apply labels with a local model.

No credits, just scripts and a model on my laptop.

This is what I wanted local LLMs for.

#llm #localllm #llamacpp #devtools

Running Private AI Locally: Ollama vs LM Studio vs AnythingLLM 2026 Guide Cut your AI costs by 97%, own your data, and stay GDPR-compliant. Real benchmarks, setup guides, and honest trade-offs for indie makers in…

Local LLM's are trending!

medium.com/startup-insi...

#localllm #ollama #llm #openai #lmstudio #anythingllm #ArtificialIntelligence

Apple Just Broke CloudAI with M5 Ultra YouTube video by Kiraa

The future is very bright! Very bright! I thought my local Ai systems were fast… holy hell.

#Ai #Apple #LocalLLM

youtu.be/4BTc5uaJN04?...

Promotional graphic featuring logos for Ollama, Open WebUI, and SearXNG on a dark, abstract wave background. Text encourages setting up a private AI search engine on GPU for enhanced privacy.

Protect your enterprise data from public AI! 🛡️🧠

Build a 100% private, sovereign AI search engine with Open WebUI & SearXNG on ServerMO GPU Bare Metal.

✅ Zero Logging
✅ Secure Docker Setup

Architecture blueprint: www.servermo.com/howto/self-h...

#LocalLLM #DataPrivacy #CyberSecurity #AI

Local LLMs + Java.

No SaaS.
No GPU chaos.
No fragile scripts.

This tutorial shows how to:

→ Run models in containers with RamaLama
→ Expose an OpenAI-compatible API
→ Connect it to Quarkus via LangChain4j

Clean. Reproducible. Production-aware.

buff.ly/lHMEpTl

#Java #AI #Quarkus #LocalLLM

Local LLM Setup 2026: Dein eigener KI-Assistent im Homelab Wie du 2026 ein Local LLM Setup im Homelab aufsetzt: Hardware, Ollama, Open WebUI & Docker — datenschutzkonform, ohne Cl

Local LLM Setup 2026: Dein eigener KI-Assistent im Homelab

Wie du 2026 ein Local LLM Setup im Homelab aufsetzt: Hardware, Ollama, Open WebUI & Docker — datenschutzkonform, ohne Cl

https://www.kalika.de/posts/local-llm-setup-2026/

#localLLM #homelab #KIAssistent #Ollama #selfhostedAI

From the LocalLLaMA community on Reddit: Qwen3-Coder-Next is the top model in SWE-rebench @ Pass 5. I think everyone missed it. Explore this post and more from the LocalLLaMA community

If you run models locally and still fuzzy on how quantization actually works — this 50-min screencast is the one.
Grad-level lecture, no paywalls, no fluff. PTQ, calibration, bit-width — all of it.
🔗 reddit.com/r/LocalLLaMA/s/MsRkMjohOv
#Quantization #LocalLLM #llmcpp

Cognitive CTI - Building a Scalable, Self-Hosted Threat Intelligence Pipeline with AI Introduction Threat Intelligence is a fairly superfluous component to security for most individuals or organisations that are growi...

Finished writing my next blog post. It focuses on engineering a scalable platform that leverages local language models to summarise and correlate threat feeds.

Check it out at: blog.overresearched.net/2026/03/cogn...

#Infosec #ThreatIntel #OpenSource #LocalLLM #N8N #OpenCTI #CyberSecurity

Mac Studio Clusters Now Run Trillion-Parameter Models for $40K macOS RDMA over Thunderbolt 5 has turned four Mac Studios into a 1.5TB unified memory cluster that runs Kimi K2 at 25 tokens per second - a setup that would cost $780K with NVIDIA H100s.

Mac Studio Clusters Now Run Trillion-Parameter Models for $40K

awesomeagents.ai/news/mac-studio-clusters...

#AppleSilicon #MacStudio #LocalLlm

Qwen3.5 Sparks Debate as Potential Coding Game-Changer Qwen3.5 is being hailed by some Reddit users as a potential game-changer for coding, particularly when used with local LLMs and older GPUs. Users on r/LocalLLaMA report improved productivity and workflow efficiency compared to previous models. One user noted achieving 4-6 hours of minimally sup

📰 Qwen3.5 Sparks Debate as Potential Coding Game-Changer

Qwen3.5 is being hailed by some Reddit users as a potential game-changer for coding, particularly when used with local LLMs and ol...

www.clawnews.ai/qwen3-5-sparks-debate-as...

#Qwen35 #LocalLLM #Coding

LM Studio Launches LM Link - Access Your GPU Rig's Models From Anywhere via Encrypted Mesh

awesomeagents.ai/news/lm-studio-lm-link-r...

#LmStudio #Tailscale #LocalLlm

#LocalLLM Pro tip: Your agent responds fastest when you're direct. "Schedule a meeting tomorrow at 3pm" processes instantly. "Can you maybe set up something for tomorrow afternoon?" takes longer. The agent needs to think harder about what you mean.
#AgenticAI #Moltagent

I guess the best local model isn't the smartest. It's the one that's always ready, always fast, and never hallucinates actions.
#localAI #localLLM #Moltagent

📝 【Ollama】Ollama + Open WebUIでRAG機能を有効化する手順と...

問題の概要：RAG機能が有効にならない「No embedding model found」エラー OllamaとOpen…

🔗 https://aitroublesolution.com/?p=2181

#Ollama #LocalLLM #AI

📝 【Ollama】APIレスポンスが遅い問題を解決！モデル設定・システム環境のチューニ...

1. 問題の概要：OllamaのAPIレスポンスが異常に遅い Ollamaを使用してローカルLLM（大規模言語モデル）を…

🔗 https://aitroublesolution.com/?p=2180

#Ollama #LocalLLM #AI

📝 【Ollama】モデルのコンテキスト長を変更・拡張する方法とエラー解決ガイド

問題の概要：Ollamaで長いテキストを処理するとエラーが発生する Ollamaを使用して長いドキュメントの要約や長文と…

🔗 https://aitroublesolution.com/?p=2179

#Ollama #LocalLLM #AI

Been working on my own agent program.
It can now generate its own code and use existing project files as context.

All running locally. Real local.
No API keys. No third-party bills.

#AI #LocalLLM #Agents #Programming #IndieDev #SelfHosted #BuildInPublic

LOCAL LLM. I notice a 15b parameter local model's accurate performance of complicated instructions goes way up with a larger "Evaluation Batch Size". LM Studio has an option in its model setting's interface.
I cranked batch size up to 6,000..
#localAI #LMstudio #llm #localLLM #ai

LLM LOCAL AI. I noticed toggling "Offload KV Cache to GPU Memory" to OFF causes my computer to load larger context sizes on my largest models much, much faster. From infeasible to load to feasible, in fact. (using LM Studio). See video.
#localAI #LMstudio #llm #localLLM #ai

📝 【Ollama】MCP対応Tool Calling設定方法ガイド

問題の説明：ローカルLLMにツールを使わせるには？ OllamaでローカルLLMを動かしていると、「天気を調べて」「ファ…

🔗 aitroublesolution.com/%e3%80%90ollama%e3%80%91...

#Ollama #LocalLLM #AI

The Mac Studio's cooling system stays quiet and cool while the Mac Mini might throttle.

Conclusion: With a €1,400 budget, a refurbished M1 Max Studio is the ultimate entry-level AI powerhouse. 🤖📈 #openclaw #LocalAI #TechTips #localllm #tech

A 🧵 on why you shouldn’t be blinded by the M4 hype:

Why a refurbished Mac from 2022 is a better AI beast than a brand-new M4 Mac Mini (~ same price).
If you’re running local LLMs or tools like OpenClaw, you need to look past the chip generation.
#LocalLLM #AppleSilicon 👇

GitHub - RightNow-AI/picolm: Run a 1-billion parameter LLM on a $10 board with 256MB RAM Run a 1-billion parameter LLM on a $10 board with 256MB RAM - RightNow-AI/picolm

picolm

Run a 1-billion parameter LLM on a $10 board with 256MB RAM

github.com/RightNow-AI/...

#llm #localllm #picolm

LLMfit: Stop Guessing Which LLM Your Hardware Can Actually Run

awesomeagents.ai/tools/llmfit-find-best-l...

#LocalLlm #Tools #Hardware

[JP] 「完全オフライン」の衝撃！スマホが最強AI基地になる『Off Grid』が凄すぎるサメ！🦈
[EN] The Shock of Going

ai-minor.com/blog/ja/2026-02-15-17711...

#LocalLLM #MobileAI #StableDiffusion #AI #Tech

ローカルPCを操作するAIエージェント「UAGENTCLI (uag)」をリリース！🚀

コマンド実行やファイル操作をAIに任せられるツールです。
OpenAI/Claude/Gemini/ローカルLLM等に対応。

✅ CUI: `uag`
✅ GUI: `uagg`
✅ Web: `uagw`

Playwrightによるブラウザ操作記録も搭載。
PCをAIの手先として拡張できます。

📦 GitHub: https://github.com/awaku7/agentcli

#AI #Python #LocalLLM #DevTools

Arguing with a bit to generate basic PRs is both frustrating and interesting. Keep tuning knobs and trying different models.

#local #dev #ai #llm #llms #ollama #LocalLLM

Honestly, if you’re looking for a small and capable LLM model, I’d have to suggest gemma2:2b.

Hats off to the google guys. It’s fairly easy on resources and gives decent responses.

Needs lots of steering and tuning knobs, but it’s manageable.

#ai #llms #gemma #TinyLLM #LocalLLM #llm #code

GitHub - code-forge-temple/scribe-pal: ScribePal is an Open Source intelligent browser extension that leverages AI to empower your web experience by providing contextual insights, efficient content su... ScribePal is an Open Source intelligent browser extension that leverages AI to empower your web experience by providing contextual insights, efficient content summarization, and seamless interactio...

🎉🎊 New Release published for ScribePal – a #privacy focused, local-first, open-source #AI browser extension for smarter browsing powered by Ollama.

github.com/code-forge-t...

#LocalLLM #PrivateAI #OpenSource #Ollama #BrowserExtension #spotlight

@opensource.org @ollamabot.bsky.social

How Docker Gave My "Unsupported" GPU a Second Life I became a Docker Captain in January 2026. After more than a decade of using Docker, 37 images on Docker Hub, and over 2.

How a community Docker image saved my "unsupported" AMD GPU (gfx906).

AMD dropped ROCm support. Found the fix on r/LocalLLaMA.

docker pull mixa3607/llama.cpp-gfx906:rocm-7.1

Built full AI stack on abandoned hardware.

bit.ly/4pTk3zf

#Docker #LocalLLM #OpenSource #devEco