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My Cheap 40GB VRAM Qwen 27b Home Server (Dual 20GB 3080s)
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 by Unlimited October 19, 2026
America has just done what people keep saying China would do for years…
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 by Unlimited October 19, 2026
I made R1-distilled-llama-8B significantly smarter by accident.
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 by Unlimited October 19, 2026
The Fable 5 Blackout Proves It: If You Don’t Own the Silicon and the Weights, Your “High Availability” is an Illusion.
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 by Unlimited October 19, 2026
GPT 5.6 Sol Getting frustrated with Qwen 3.8 27B.
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 by Unlimited October 19, 2026
huggingface_hub silently fingerprints which AI coding agent you’re using and sends it as telemetry
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 by Unlimited October 19, 2026
Just got dual RTX PRO 6000 Blackwells for our design studio. What’s the optimal local LLM stack?
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…
Posted by Unlimited October 19, 2026
Self-hosting a 35B MoE for a 20-person team on one desktop box: what it took and what it does (all open source)
Posted inLocal LLMs

Self-hosting a 35B MoE for a 20-person team on one desktop box: what it took and what it does (all open source)

Implementing a 35-Billion Parameter Mixture of Experts Model for Small Teams: A Practical Guide (Open Source) In recent months, we embarked on an ambitious project: deploying a large language model…
Posted by Unlimited October 19, 2026
CFOs realizing that their Al token budget is going to be higher than the salaries of the people they laid off
Posted inLocal LLMs

CFOs realizing that their Al token budget is going to be higher than the salaries of the people they laid off

The Hidden Costs of AI Adoption: When CFOs Realize Their GPT Token Budgets Surpass Employee Salaries In recent years, we have observed a rapid shift in corporate strategies driven by…
Posted by Unlimited October 19, 2026
Did anyone actually read the Qwen 3.8-Max blog?
Posted inLocal LLMs

Did anyone actually read the Qwen 3.8-Max blog?

Analyzing the Latest Developments in AI: An In-Depth Look at Qwen 3.8-Max The AI community is abuzz with the upcoming release of Qwen 3.8-Max, a significant advancement in large language…
Posted by Unlimited October 19, 2026

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