Apr 14 · 5 min read · When developers scale LLM workloads to production, one question always comes up: which GPUs should I use, how many will I need, and how much is this going to cost me? Not a back-of-the-envelope guess
Join discussionMar 25 · 12 min read · At a glance: Llama Stack (8,300 stars, MCP tool support since v0.2.10) + ollama-mcp-bridge (972 stars, TypeScript, MIT). Meta is not an AAIF member at any tier, has no official MCP server, and has made no public announcement about MCP support. Their ...
Join discussionFeb 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 discussionFeb 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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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 discussionJan 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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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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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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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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