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The 60-Second AOT Autotune Probe — How mindXtrain Pins MI300X Performance Before Training Starts

Day 2 of the AMD × lablab.ai Developer Hackathon. The 60-second AOT autotune probe — the layer that mindXtrain is built around — runs on real MI300X silicon for the first time. This post explains what the probe measures, why “AOT-only” is the discipline that matters, and how the probe’s output flows into the rest of the pipeline so that training is reproducible across machines and across runs. 1. What the probe is, and what […]

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MASTERMIND

Innovative Approach: IA mode to AGI prompt template from Professor Codephreak

Professor-Codephreak is the first LLM that I developed. Professor-Codephreak is also a GPT4 agent designed to be a platform architect and software engineer. You know, the kind of solution oriented person you would gladly pay $1000 / hour to hang out with in the real world. The two parts of Professor-Codephreak have not “met” each other though the automindx engine in the GPT4 version uses automind to dynamically respond. automind was developed as codephreak’s first […]

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Autonomous Generative Intelligence Framework

Autonomous General Intelligence (AGI) framework

As we celebrate the establishment of the easy Autonomous General Intelligence (AGI) framework, it’s essential to appreciate the intricate steps that transform a user’s input into a well-reasoned response. This article provides a verbose detailing of this entire workflow, highlighting each component’s role and interaction. Let’s delve into the journey from user input to the final output. Stage one is nearly complete. reasoning from logic. 1000 versions later. This is the basic framework so far. […]

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