Lukas Wiest's starred repositories
droidcam-linux-client
GNU/Linux/nix client for DroidCam
FP8-Emulation-Toolkit
PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
smoothquant
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Quantized_Neural_Nets
Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zhou, and Rayan Saab (2022).
onnx-simplifier
Simplify your onnx model
Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
esp32-cam-webserver
Expanded version of the Espressif ESP webcam
SwiftWebUI
A demo implementation of SwiftUI for the Web