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Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure (NeurIPS 2024) + Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count (I…
Research papers and blogs to transition to AI Engineering
Reinforcement Learning Algorithms Tutorial (Python) from scratch (Mar 2021)
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
A 4-hour coding workshop to understand how LLMs are implemented and used
Tool for deleting all photos from the Google Photos
List of Molecular and Material design using Generative AI and Deep Learning
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Simple repo demonstrating Latent Space Activation
Simple command to backup a Notion workspace
Guide and Samples to setting up a IPv6-routed OpenVPN server
Probabilistic Principal Component Analysis
Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)
Solving the causality pairs challenge (does A cause B) with ChatGPT
AIS is an evaluation framework for assessing whether the output of natural language models only contains information about the external world that is verifiable in source documents, or "Attributabl…
Remove problematic gender bias from word embeddings.
Workshop series on probabilistic programming targeted for neuroscientists
Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments
Stable Diffusion in TensorFlow / Keras
A repository for working through the Bayesian statistics book "Statistical Rethinking" by Richard McElreath.
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai