Hello 👋
I'm sparkles ✨
also known as Kim2091
AI Upscaling & Remix Plus Developer
I train upscaling and restoration models, lead development of Remix Plus — a community fork of NVIDIA's RTX Remix — and build free tools to make your images, videos, and games look their best.
AI Upscaling & Restoration Models
UltraSharpV2, AnimeSharpV4, and many more — trained on custom, ethically sourced datasets.
Remix Plus Development
Lead developer of Remix Plus, a community fork of NVIDIA's RTX Remix, and creator of Numos — a physically-based atmosphere system with volumetric clouds and a procedural night sky.
Video Tooling
VapourKit, a friendly GUI for AI video processing, and TFDAT, a custom fast video super-resolution architecture.
Dataset Tooling
Scripts and templates for preparing, filtering, and processing training datasets.
About Me
I'm sparkles ✨ — I train image and video super-resolution models and work on Remix Plus, my community fork of NVIDIA's RTX Remix. Everything I release is trained on custom, ethically sourced datasets. No scraping, no stolen art.
My models power upscaling workflows in tools across the community, and my work on Remix Plus brings path-traced skies, clouds, and new rendering features to classic games.
1M+
Model
Downloads
60+
Public
Repos
8.6k+
Discord
Members
Gallery
Screenshots and samples from my projects. Click any image to view it full size.
Remix Plus / Numos
Remix Plus is a community-maintained fork of NVIDIA's dxvk-remix that I lead. It extends the Remix SDK and adds new rendering features — including Numos, my custom atmosphere system with physically-based sky scattering, volumetric clouds, and a procedural night sky.
VapourKit
A free, open-source frontend for VapourSynth focused on video upscaling. TensorRT and DirectML backends, with a clean UI that makes AI video processing approachable.
Upscaling Models
Samples from my most popular models: UltraSharpV2 for photography, AnimeSharpV4 for anime and illustrations, and TFDAT — my custom video super-resolution architecture.
Open Source Projects
Everything I build is free and open source.
Remix Plus
Lead Developer
Community fork of NVIDIA's dxvk-remix — extended SDK APIs, new tonemappers, and the Numos atmosphere system.
VapourKit
Creator
A frontend for VapourSynth focused on video upscaling, with TensorRT and DirectML backends. Available at vapourkit.app.
FO4 Remix
Creator
An F4SE plugin that extracts Fallout 4's scene geometry, textures, and lights and submits them to the Remix API for path-traced rendering.
Remix Wrappers
Creator
Wrappers and proxies that make games more compatible with RTX Remix — Fallout: New Vegas, LOTR: Conquest, MGR: Revengeance, OutRun 2006, and more.
chaiNNer Templates
Creator
Pre-made chains and templates for chaiNNer — PyTorch, NCNN, and ONNX included.
Kim2091 Models
Creator
Every model I've trained over the years — AnimeSharp, UltraSharp, and many more.
Helpful Scripts
Creator
Scripts for model training and dataset creation — preparation, filtering, and processing.
Vibe Reverse Engineering
Contributor
LLM-friendly tools for reverse engineering game binaries.
Hang Out in our Discord Servers
Share results, get help with upscaling, or just chat about image restoration.
Support My Work
Your support helps fund GPU time for training, research, and keeping models freely available. Every contribution helps!
Get in Touch
Have questions or want to chat? Feel free to reach out!
Discord
kim2091