🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Paper.

Global shoreline mapping tool from satellite imagery

An official PyTorch implementation of "Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks," ICLR 2024.

A library for mechanistic interpretability of GPT-style language models

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

[ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementation)

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

High-Resolution Image Synthesis with Latent Diffusion Models

Set-of-Mark Prompting for GPT-4V and LMMs

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

[ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

Implementation of NeurIPS 2018 paper "Meta-Gradient Reinforcement Learning"

TF/Keras code for DiffStride, a pooling layer with learnable strides.

Solving Extended Tofts Model in a few lines for DCE-MRI.

95.76% on CIFAR-10 with TensorFlow2

The pytorch implementation of HSIC bottleneck method

Reproduce MAML in Pytorch with omniglot dataset.

A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.

Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."