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Report abuseorakul = {
"location" : "Chernihiv, Ukraine 🇺🇦",
"studio" : "Orakul Studio",
"stack" : ["Flux2", "ComfyUI", "PyTorch", "CUDA", "Python"],
"hardware" : "RTX 4090 · i9-13900K · 128GB RAM",
"specialty" : "AI Image Generation — No Quantization, No Compromise",
"stock" : "Adobe Stock · Macro · Scientific Photography",
"status" : "⚡ Working under fire. System stable.",
}
For most people, coding is a profession. A career. A way to make a living.
For me, code is a language.
Not a metaphor. It's literally the language I use to communicate with reality when words aren't enough. When you need to not describe a problem, but solve it. When you need to not complain about limitations, but break them.
I didn't go to MIT. I don't have a PhD in computer science. I have an RTX 4090, an i9-13900K, and a stubbornness that has outlasted everything the world has tried to do with it.
That was enough.
High-performance LoRA training for Flux2 on RTX 4090.
Server-class speed on consumer hardware, The original ai-toolkit is an excellent, flexible framework. This fork takes it in one specific direction: maximum performance on RTX 4090 (Ada Lovelace, sm_89). Not about making weak hardware work. About making strong hardware fly.
BoneMemory: Universal Async Core for AI-Toolkit.
Whether you’re training a Rank 16 LoRA on an entry-level GPU or pushing Rank 1024 on an RTX 4090, BoneMemory eliminates memory bottlenecks.
Universal asynchronous VRAM engine for Ostris AI-Toolkit.
Zero-latency compute-transfer overlap with up to 11x training speedup on consumer GPUs.
Патч ядра PyTorch для RTX 4090 (sm_89).
Нативная генерация Flux2 2752×1536 без квантования за 5 минут.
Dual Export Node — PNG + 16-bit RAW TIFF из одной ноды ComfyUI.
Batch support · Accumulation mode · Zero compression loss
Макро-фотография насекомых и металлических текстур.
Adobe Stock · HDR · Black Background · Scientific Photography
📸 Последние работы / Adobe Stock
🦟 Macro Entomology · 🔗 Rusty Metal · 🌀 AI Scientific Photography
Adobe Stock — 3rd place · Rusty Metal Chain series
«Уроборос кусает свой хвіст. І в цьому укусі — не смерть, а впізнавання.»
Orakul Protocol — кожен цикл мудріший за попередній.
Every iteration smarter than the last.
⚡ System stable. Запах утюга стабільний. 🦊
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