LLM101n: Let's build a Storyteller

official code for "Large Language Models as Optimizers"

Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".

OO for LLMs

The simplest, fastest repository for training/finetuning medium-sized GPTs.

"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Machine learning, in numpy

Differentiable architecture search for convolutional and recurrent networks

TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

NASBench: A Neural Architecture Search Dataset and Benchmark

A curated list of automated machine learning papers, articles, tutorials, slides and projects

macOS command-line utility to limit max battery charge

The Wasserstein Distance and Optimal Transport Map of Gaussian Processes

Optimal Transport Dataset Distance

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Fast and Accurate ML in 3 Lines of Code

Low Precision Arithmetic Simulation in PyTorch

Custom Jupyter Notebook Themes

Simple examples to introduce PyTorch

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

OpenML AutoML Benchmarking Framework

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

Materials for ORIE 7191: Topics in Optimization for Machine Learning

Implementation of Conditional Generative Adversarial Networks in PyTorch

PyTorch implementations of Generative Adversarial Networks.

Instructions for using the graphite cluster