Zhenyu (Allen) Zhang's repositories
Awesome-Distributed-Quantum-Computing
An awesome list of references for distributed quantum computing
Awesome-Quantum-Compiler
An awesome list of references for quantum compiler
llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
Adv-SS-Pretraining
[CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
compexp
Compositional Explanations of Neurons https://arxiv.org/abs/2006.14032
CV-Backbones
CV backbones including GhostNet, TinyNet and TNT.
autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
CV_LTH_Pre-training
[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
deit
Official DeiT repository
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
fastmoe
A fast MoE impl for PyTorch
flash-linear-attention
Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton
LLaGA
Official code for LLaGA: Large Language and Graph Assistant
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
loss-landscape
Code for visualizing the loss landscape of neural nets
models
Models and examples built with TensorFlow
open_lth
A repository in preparation for open-sourcing lottery ticket hypothesis code.
RecSys22_CommunityDetectionQuantumComputing
This repository contains the source code for the LBR article "Towards Recommender Systems with Community Detection and Quantum Computing" soon to be published at RecSys 2022.
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
volo
VOLO: Vision Outlooker for Visual Recognition