When Your AI Forgets How to Use Tools — A Llama 4 Maverick Debugging Story
Feb 21 · 3 min read · When Your AI Forgets How to Use Tools — A Llama 4 Maverick Debugging Story Today I ran into one of the most frustrating (and honestly kind of funny) bugs you can encounter when running a local AI agent: the model forgot how to use its own tools. What...
Join discussionTraining AI to Predict Clinical Trial Outcomes: A 30% Improvement in 3 Hours
Feb 19 · 9 min read · Predicting whether a clinical trial will succeed or fail is notoriously difficult. Even experienced pharmaceutical analysts struggle with accuracy rates much better than a coin flip. But what if we co
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I Pretrained a 360M LLaMA-Style Language Model from Scratch on 6B FineWeb Tokens (Single H100)
Feb 8 · 5 min read · Pretraining an LLM from scratch usually sounds like “big-lab-only” territory. I wanted to test how far a smaller, practical setup can go while keeping the process transparent and reproducible. This post documents an end-to-end run of training a ~360M...
Join discussionRunning llama.cpp (compiled from source) on AMD Strix Halo 395
Jan 31 · 1 min read · Just a quick doc/note/tutorial for referencing myself later. Here's how to get llama.cpp running with Vulkan support on AMD AI Max 395 (Strix Halo) based devices. I tried it on a Beelink GTR 9 Pro, but should work for Framework Ddesktop too. Instal...
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🚀 7 Ways to Run Any LLMs Locally - Simple Methods
Jan 26 · 7 min read · A comprehensive guide to running Large Language Models (LLMs) locally on your machine using various tools and platforms. 🎬 Video Demonstration 1. 🦙 Ollama - The Dominant Local LLM Ecosystem Ollama is the dominant ecosystem for running LLMs such a...
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What Do Llamas Eat in Minecraft? Complete Feeding Guide
Jan 10 · 2 min read · If you’ve found llamas while exploring villages or mountain biomes, you might be asking what do llamas eat in Minecraft. Knowing their food helps you heal them, breed them, and use them properly in your adventures. What Can Llamas Eat in Minecraft? I...
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Beyond Transformers: Architectural Innovations Behind the Most Powerful LLMs
Dec 20, 2025 · 20 min read · Hello Techies 👋Hope you’re building something awesome!I’m back with another deep-dive article on cutting-edge LLM architectures, where we explore and compare the design philosophies and innovations behind today’s flagship models — DeepSeek-V3, Gemma...
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Choosing the Right AI Model for Real-World Needs: Practical Scenarios Explained
Dec 18, 2025 · 4 min read · AI models are no longer experimental tools reserved for research labs; they now power customer support, software development, content creation, data analysis, and decision-making across industries. However, not every AI model is built for the same pu...
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Running Out of Data: How Synthetic Data is Saving the Future of AI
Nov 11, 2025 · 5 min read · Artificial Intelligence has reached an inflection point. For years, breakthroughs in large language models (LLMs) have been powered by vast amounts of public data. Now, that well is beginning to dry up. Industry researchers, including IBM and Epoch A...
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