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Thomas Viehmann's Projects

aicamera icon aicamera

Demonstration of using Caffe2 inside an Android application.

cleverhans icon cleverhans

A library for benchmarking vulnerability to adversarial examples

cupy icon cupy

NumPy-like API accelerated with CUDA

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

fdm icon fdm

Estimate derivatives with finite differences

ghstack icon ghstack

Submit stacked diffs to GitHub on the command line

gptq icon gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

koalitionsvertrag2021 icon koalitionsvertrag2021

Coalition agreement between the SPD, Green Party, and FDP as clean PDF file, .docx file, and .txt file

kornia icon kornia

Open Source Differentiable Computer Vision Library for PyTorch

lightning-flash icon lightning-flash

Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, quantization, LoRA fine-tuning, pre-training. Apache 2.0-licensed.

litgpt icon litgpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lod2021 icon lod2021

PyTorch Tutorial at the LOD2021 conference

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nbsphinx icon nbsphinx

:ledger: Sphinx source parser for Jupyter notebooks

nnpack icon nnpack

Acceleration package for neural networks on multi-core CPUs

nvfuser icon nvfuser

A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")

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