Posted inLocal LLMs
Why is LLM is so expensive.
Understanding the High Costs of Large Language Models (LLMs) In recent discussions within the AI and tech communities, a common question has arisen: why do Large Language Models (LLMs) entail…
Posted inLocal LLMs
qwen2.5vl:32b is saving me $1400 from my HOA
Harnessing Local LLMs for Practical Solutions: How qwen2.5vl:32b Saved Me $1,400 in HOA Disputes Over the course of this year, I dedicated myself to assembling a powerful local language model…
Posted inLocal LLMs
My 9yo building a chat bot
Encouraging Creativity: A 9-Year-Old's Journey in Developing a Chatbot In the world of technology and programming, it's inspiring to witness young minds diving into complex projects at an early age.…
Posted inLocal LLMs
My Cheap 40GB VRAM Qwen 27b Home Server (Dual 20GB 3080s)
Building a Cost-Effective Home Server with Dual RTX 3080 20GB Graphics Cards In the world of DIY home servers and AI workloads, achieving an affordable yet powerful setup is always…
Posted inLocal LLMs
America has just done what people keep saying China would do for years…
The United States Demonstrates Its Power in the Digital Age: A Reflection on Technological Sovereignty In recent developments, the United States has taken a significant step that historically many have…
Posted inLocal LLMs
I made R1-distilled-llama-8B significantly smarter by accident.
Enhancing Small Language Models: How a Simple Preset Boosted R1-Distilled Llama-8B’s Performance In the rapidly evolving landscape of AI language models, researchers and enthusiasts alike are continuously seeking ways to…
Posted inLocal LLMs
The Fable 5 Blackout Proves It: If You Don’t Own the Silicon and the Weights, Your “High Availability” is an Illusion.
The Fable 5 Blackout: What It Reveals About Cloud Dependence and Business Continuity In a striking development last Friday evening, Anthropic made the unprecedented decision to shut down access to…
Posted inLocal LLMs
GPT 5.6 Sol Getting frustrated with Qwen 3.8 27B.
Title: Observations on Interactions Between GPT-5.6 and Qwen 3.8 27B: A User's Perspective In the realm of advanced AI language models, user experiences often highlight interesting dynamics between different systems.…
Posted inLocal LLMs
huggingface_hub silently fingerprints which AI coding agent you’re using and sends it as telemetry
Understanding Hugginface_hub's Hidden Agent Fingerprinting and How to Protect Your Privacy In the evolving landscape of AI development and deployment, transparency around data sharing and telemetry is more critical than…
Posted inLocal LLMs
Just got dual RTX PRO 6000 Blackwells for our design studio. What’s the optimal local LLM stack?
Maximizing the Potential of Dual NVIDIA RTX PRO 6000 Blackwells in a Creative Studio Environment Introduction In the rapidly evolving landscape of digital design and content creation, high-performance hardware is…