Vulkan layer for hardware agnostic input latency reduction

Personal fork: Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

Visual node-based model merging tool for Stable Diffusion XL

Speak Friend and Enter

Repository for paper: Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking

Custom node to load models in INT8 for 1.5~2X Speed gains on 30 series cards.

PolarGrad: A Class of Matrix-Gradient Optimizers from a Unifying Preconditioning Perspective

Fast kernel library for Diffusion inference with multiple compute backends.

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Fork of the official DF11 ComfyUI custom node that aims to support other model architectures, and add support for LoRAs (selected models only). Also, a node for creating your own ComfyUI-native DF1…

DFloat11 [NeurIPS '25]: Lossless Compression of LLMs and DiTs for Efficient GPU Inference

A stochastic approximation method with block-coordinate optimal step-sizes (BCOS).

ComfyUI DyPE, enabling artifact-free 4K+ image generation for Qwen, Flux + Nunchacku

a vulkan post processing layer

A Vulkan Post Processing Layer For Linux. Next Gen vkBasalt. (CONTRIBUTORS NEEDED)

Fastest, Most Efficient, Minimal, Chunked & Target Quality Video Encoding

RAM is all you need

ComfyUI node implementing caching optimizations for Chroma

A no-nonsense SVT-AV1 encoder fork with sensible defaults and Quality of Life improvements.

Portable file server with accelerated resumable uploads, dedup, WebDAV, SFTP, FTP, TFTP, zeroconf, media indexer, thumbnails++ all in one file

A collection of random, experimental (and most likely "dum") samplers for ComfyUI

a vulkan post processing layer for linux

Fast, Numerically Stable, and Auto-Differentiable Spectral Clipping via Newton-Schulz Iteration

Lossless Scaling Frame Generation on Linux

ComfyUI implemtation for NAG

A collection of niche / personally useful PyTorch optimizers with modified code.