Paper list for equivariant neural network

[CVPR 2024] Friendly Sharpness-Aware Minimization

2.86% and 15.85% on CIFAR-10 and CIFAR-100

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Pytorch of the implementation of the paper "ShakeDrop regularization" (https://arxiv.org/abs/1802.02375).

PyTorch implementation of shake-drop regularization

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Latest Weight Averaging (NeurIPS HITY 2022)

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image …

NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day

Finetuning BLOOM on a single GPU using gradient-accumulation

A LARS implementation in PyTorch

Approaching (Almost) Any Machine Learning Problem

『PythonではじめるKaggleスタートブック』のサンプルコード・脚注・正誤表

Perform data science on data that remains in someone else's server