JARVVVIS

LLM101n

LLM101n: Let's build a Storyteller

Awesome-Interpretability-in-Large-Language-Models

This repository collects all relevant resources about interpretability in LLMs

outlines

Structured Text Generation

diffusion-nlp-paper-arxiv

Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion_NLP_Papers".

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

trak

A fast, effective data attribution method for neural networks in PyTorch

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

ChatGPT

Reverse engineered ChatGPT API

language

Shared repository for open-sourced projects from the Google AI Language team.

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

tex-colorscheme

Seamlessly switch between color schemes in your LaTeX documents

ImageNet-Datasets-Downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

JaynesProbabilityTheory

Exercise solutions and explanations for the book Probability Theory: The Logic of Science by E.T. Jaynes. Created by the reading group at r/jaynesprobability

DECISION

Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)

misc-courses

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

contstimlang

Code and data for "Testing the limits of natural language models for predicting human language judgments"

home

my academic site and blog

generalization

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST

Treasure-of-Transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

pytorch-classification

Classification with PyTorch.

minicons

Utility for behavioral and representational analyses of Language Models

cmu-10717-the-art-of-the-paper

Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".

ZeroShotKnowledgeTransfer

Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"

papers

Collection of papers in machine learning, deep learning and neuroscience