PhMeier

potato

potato: portable text annotation tool

german_political_hatespeech_detection

This is my repository for my Masterthesis about Hatespeech Detection in a Politial Discourse in Germany.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

llm-attacks

Universal and Transferable Attacks on Aligned Language Models

Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

CalibratedMath

Teaching Models to Express Their Uncertainty in Words

sacrerouge

SacreROUGE is a library dedicated to the use and development of text generation evaluation metrics with an emphasis on summarization.

Data-science-best-resources

Carefully curated resource links for data science in one place

garak

LLM vulnerability scanner

llama2.c

Inference Llama 2 in one file of pure C

smatchpp

A package for handy processing of semantic graphs such as AMR, with a special focus on standardized evaluation

inseq

Interpretability for sequence generation models 🐛 🔍

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

prompt-engineering

Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

ai_all_resources

A curated list of Best Artificial Intelligence Resources

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

minGPT

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

Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

PRML-Solution-Manual

My Own Solution Manual of PRML

deep-significance

Enabling easy statistical significance testing for deep neural networks.

awesome-experimental-standards-deep-learning

Repository collecting resources and best practices to improve experimental rigour in deep learning research.

amr-guidelines

transformer-from-scratch

Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.

intro_continual_learning

This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

curriculum-nmt

regesta-imperii-to-semgis