Shuai Zeng's starred repositories
prot2token
This is the official repository of Prot2Token paper.
Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.
scBSP
scBSP is a specialized package designed for processing biological data, specifically in the analysis of gene expression and cell coordinates. It efficiently computes p-values for a given set of genes based on input matrices representing cell coordinates and gene expression data.
alpaca-lora
Instruct-tune LLaMA on consumer hardware
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
self-instruct
Aligning pretrained language models with instruction data generated by themselves.
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
FlagEmbedding
Retrieval and Retrieval-augmented LLMs
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.