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Alex Redden

Elite
@aredden

Master of none, developer of many things.

flux-fp8-api. Flux diffusion model implementation using quantized fp8 matmul & remaining layers use faster half precision accumulate, which is ~2x faster on consumer devices.

287

electron-G14Control. Electron desktop application replacement for G14ControlR3.

207

torch-cublas-hgemm. PyTorch half precision gemm lib w/ fused optional bias + optional relu/gelu

78

torch-bnb-fp4. Faster Pytorch bitsandbytes 4bit fp4 nn.Linear ops

30

G14ControlR3. Windows tray application which allows for control over processor boost mode, fan speed, CPU TDP, and Windows power plans for the ASUS Zephyrus G14 with Ryzen 4000 series CPUs.

25

RestartGPU. Simple command line app for restarting a single nvidia gpu

12

denoisemoji. command-line tool that allows you to create a pseudo diffusion denoised emoji gif from a PNG/WEBP/JPG image.

10

f8_matmul_fast. Cuda

8

torch_xxhash. C++

4

SAC-dataset-knn-dl-query. Repo with simple scripts for downloading the SAC dataset via multiprocessing, creating image embeddings multi-gpu, creating a KNN index, and then querying the knn dataset & viewing returned image grids.

3

object-detection-display. Fast multithreaded object detection with yolov5 and a real-time opencv image display.

3

interrogator. Python

3

functis. Universal image reader designed for seamless reading of images into multiple formats, including PIL Images, Torch Tensors, and NumPy arrays.

2

faster-cogagent-chat. Python

1

stable-deforum-diffusion. Jupyter Notebook

1

energy-monitor-server. Python

1

pydotted. A python dictionary that can get attribute (x.y) access, including nested dicts.

1