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Andy Zhao's Projects

alpaca icon alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

dgl_forked icon dgl_forked

Python package built to ease deep learning on graph, on top of existing DL frameworks.

evo icon evo

DNA foundation modeling from molecular to genome scale

fastchat icon fastchat

An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.

gmnn icon gmnn

Graph Markov Neural Networks

guidance icon guidance

A guidance language for controlling large language models.

hgsl icon hgsl

Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks

idgl icon idgl

Code & data accompanying the paper "Deep Iterative and Adaptive Learning for Graph Neural Networks".

kge-tspf icon kge-tspf

Predicting tissue-specific protein functions using KGE models

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama icon llama

Inference code for LLaMA models

matrix_derivatives icon matrix_derivatives

This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.

mvse icon mvse

Source code of ECML/PKDD2021 paper "Multi-View Self-Supervised Heterogeneous Graph Embedding"

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nbfnet icon nbfnet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

nshe icon nshe

Source code of "IJCAI20 - Network Schema Preserving Heterogeneous Information Network Embedding"

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