🖥 OpenCore EFI for ASUS ROG MAXIMUS Z790 HERO + Intel i9-13900K + RTX 4090 + RX 570 | macOS Sequoia 15.7.3

🚀 Advanced UniPC sampler surgical control node for ComfyUI. Exposing internal Predictor-Corrector mathematics to manage fine detail (D-tail) and noise trajectory. Precision sampling control for high-end AI workstations.

Unlocking RTX 4090: 15s/it for 56B models (Flux 2.0 Dev + Mistral 24B). Protocol Marianna F2.11, P-State 'Defibrillation' method & Workflow. (Перевод: Разблокировка RTX 4090: 15 сек/ит для моделей 56B. Протокол Marianna F2.11, метод 'Дефибрилляции' P-state и Workflow.)

Dual NVENC batch video compressor — leverages RTX 4090's twin NVENC chips for parallel AV1/HEVC encoding

Fixed memory management logic for AI-Toolkit: Eliminates startup hangs and crashes through async CUDA stream optimization.

Qwen3-TTS Voice Cloning WebUI with automatic text chunking - Optimized for Runpod RTX 4090

🐕🐱 Real-time dog/cat classifier using TensorFlow & RTX 4090 — 93.65% accuracy, TensorRT optimized

AI-powered enterprise UI generator — scrape org design systems, fine-tune local models via QLoRA, generate production-ready code at $0/token on a single RTX 4090.

Lightweight GPU & CPU system tray monitor for NVIDIA GPUs (RTX 5090, RTX 6000, RTX 4090, RTX 3090, Tesla, TCC mode). Real-time power, temperature, VRAM & CPU usage badges. Works where HWMonitor, GPU-Z & MSI Afterburner fail.

A direct memory-to-RAM mapping protocol for PyTorch/CUDA. Bypasses the swap file/SSD page file for zero-latency AI computations. Optimized for RTX 4090/5090 and up to 128GB of RAM and higher.

Comprehensive benchmarks for 30B MoE models on RTX 4090. Key finding: HumanEval ≠ SWE-bench - the 98% HumanEval model scores 0% on agentic tasks. Includes Nemotron, GLM-4.7-Flash, Qwen3-Coder comparisons.

Local AI video generation — Wan 2.2 GGUF + LTX-Video via ComfyUI API. RTX 4090 optimized. No cloud.