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alistairfontaine / repository
A custom, hybrid-language AI system optimized for neurodivergent workflow structures. Features a high-speed compiled C++ tensor backend running token vector matrix logic, seamlessly orchestrated by a lightweight Python string wrapper over a standard Linux pipeline. Built for strict execution sequencing and explicit order of operations.
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Built by Alistair Fontaine in Bulawayo, Zimbabwe.
The Fontana Engine Core is a high-performance, hybrid-language neural text synthesis platform designed to eliminate corporate abstraction and enforce an absolute, step-by-step Order of Operations (O³). Built with a strict focus on memory safety, defensive coding protocols, and persistent background multi-pass process isolation, this framework contains no massive cloud wrappers or black-box APIs—every weight matrix forward pass, subword syllable matching lookup, and stateful lookback context array stream is manually written and compiled natively.
If the runtime ever scrambles, cross-origin network queries deadlock, or unexpected subprocess errors try to freeze your workspace, execute this exact unbroken production pipeline string directly inside your Linux shell terminal to force a clean cache swap, re-allocate the socket lines, and deploy the safe engine baseline:
pkill -f tensor_engine_binary && pkill -f uvicorn && fuser -k 8000/tcp && fuser -k 8080/tcp && g++ -std=c++17 backend/tensor_engine.cpp -o backend/tensor_engine_binary && export PYTHONPATH=PYTHONPATH:(pwd)/core && python3 -m uvicorn core.app:app --host 127.0.0.1 --port 8000 --reload
subprocess.Popen pipelines, keeping the neural parameters hot and responsive for sub-millisecond thread execution.fontana, istair, brain, logic, code, system, tech, auto) and fuse them natively on startup to prevent character-splitting stutter noise loops.vocab_meta.json) to track exact reverse-vocabulary indices smoothly.backend/tensor_engine.cpp with a fluid long-range temperature floor scaling between 0.18f and 0.32f past 4 tokens to provide natural creative entropy breathing space and crush transitional character static.Top-K (K = 6) selection filter gates, normalizing the discrete probability distribution pools directly inside standard template vector maps.core/app.py that intercept your prompt streams, bundle the last 3 generated sentences dynamically, and feed them back down the pipe to enable deep, continuous, multi-page screenplay scene construction.#00ff66) and Opium Crimson Red (#ff0055) directly inside Firefox with a single mouse click..md), and automatically triggers local browser downloads on impact lock./backend — Highly compiled C++ tensor array processing, weight loading, and softmax inference logic loops./core — Python REST infrastructure wrappers, stateful memory buffers, and 108-line regular expression character tokenizers./scripts — Automated Linux Bash data-stride optimization controllers and screenplay asset extraction scripts./weights_backup — Parameter stashing repository lanes to secure verified memory profiles on your partition.sudo apt-get update
sudo apt-get install build-essential python3-pip python3-fastapi uvicorn curl