Fitting WhisperX large-v3 + a 24B LLM on one 3090: a reproducible context-capping recipe
This is the technical, reproducible version of a fix I shipped on my own homelab. If you want the narrative version, that's on Medium. This one is the…
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Мой опыт с ИИ в России глазами европейца
Это история о том, как я собрал полностью локальную ИИ-среду разработки (и почему вам стоит сделать то же самое). Переезд из Евросоюза в Москву казалс…
Run Cursor with a Local Model: Privacy-First AI Coding Without a Subscription
This article was originally published on runaihome.com If you write code for a living, your IDE is now an AI agent — Cursor, GitHub Copilot , Claude C…
We pre-registered, ran, and verified the macro ablation: information per joule, measured
Maker disclosure: I build Macrokit (Apache-2.0, fully open). This is the data, not a pitch — links and the raw runs at the end. The multi-model benchm…
[Day 9] A local Japanese sentiment AI (BERT) read 8 years of a LINE chat, and the ups and downs surfaced from numbers alone
Intro Day 9. Today is less about model internals and more of a personal experiment: have a local AI analyze the entire chat history with one LINE frie…
[Day 7] Does Giving an AI More 'Thinking Time' Really Make It Smarter? Training an OpenMythos-Style Mini Model on DGX
[Day 7] Does Giving an AI More "Thinking Time" Really Make It Smarter? Training an OpenMythos-Style Mini Model on DGX Intro Day 7! Reddit kept surfaci…
OpenClaw: 13 Errors, $1.50/Month, and an AI Team That Doesn’t Need the Cloud
I run a team of AI agents on a Mac I bought in 2022. They handle my Slack, run research, draft content, monitor infrastructure, and spawn sub-agents f…
SpeakShift: A Fully Local Desktop App Powered by Whisper.cpp + NLLB + FFmpeg
SpeakShift: Fully Local Whisper.cpp + NLLB Translation + FFmpeg Media Converter Hi DEV Community 👋 Like many of you, I spend a lot of time working wit…
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness Practical guidance for cybersecurity engineers who want local AI to…
Localmaxxing isn't theory. Here's what my 3-GPU rig actually does.
Tom Tunguz wrote a post this week called Localmaxxing . His thesis: open-weight models on prosumer hardware now match cloud-tier quality for a sliver …
Local LLMs in 2026: What Actually Works on Consumer Hardware
Local LLMs in 2026 work on three hardware lanes: 32-core CPU with 64GB+ RAM hits 10-25 tokens per second on Qwen 3 14B, an RTX 4090 hits 30-80 tokens …
[Day 3] I Had a Local LLM Analyze a Year of My Credit Card Statements
[Day 3] I Had a Local LLM Analyze a Year of My Credit Card Statements Intro Day 3: I'm going to hand a year of credit card statements over to a local …
[Day 2] I Trained an AI on 22 Photos of My Cat — Now It Draws Her in Any Scene
[Day 2] I Trained an AI on 22 Photos of My Cat — Now It Draws Her in Any Scene So, yesterday I generated "some cat" Day 1 ended with "I made my DGX dr…
[Day 1] DGX Spark Came Home — I Made It Draw a Cat
[Day 1] DGX Spark Came Home — I Made It Draw a Cat So... what is "local LLM" again? Honestly, I'm still figuring out what "local LLM" even means. But …