James O' Neill's repositories
diagrams
:art: Diagram as Code for prototyping cloud system architectures
HarmBench
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
llm_distillation_playbook
Best practices for distilling large language models.
jamesoneill12.github.io
This is my personal website.
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
vector-quantize-pytorch
Vector Quantization, in Pytorch
dietgpu
GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
atlas
Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)
awesome-pretrained-models-for-information-retrieval
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
NearestNeighborLanguageModeling
This repository provides code for nearest-neighbor replacement sampling for neural sequence predictors. This method samples nearest neighbors of some tokens in a sequence and replaces them with the ground truth with the aim of reducing compounding errors that occurs because of the i.i.d descrepancy between training time and test time behavior.
LayerFusion
This repository contains the code for performing the layer fusion compression method.
fast-transformers
Pytorch library for fast transformer implementations
DTWSim
Applies dynamic time warping along the embedding dimensions and computes a multivariate dynamic time warping similarity measure between sentence embedding matrices.
SupervisedMetaEmbedding
This code is for "Meta-Embedding as Auxiliary Task Regularization", published at ECAI-2020 and can be found here https://livrepository.liverpool.ac.uk/3027043/
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
tch-rs
Rust bindings for PyTorch
siamcapsnet
Siamese Capsule Networks for Face Verification
evennia
Python MUD/MUX/MUSH/MU* development system
Task-Oriented-Dialogue-Dataset-Survey
A dataset survey about task-oriented dialogue, including recent datasets.
oldjamesoneill12.github.io
New website
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
information_bottleneck_pytorch
Project for the Large Scale Optimization course at Skoltech
ai-deadlines
:alarm_clock: AI conference deadline countdowns